From 7fc84c864afb227b4a771c8477fe21e8593664dd Mon Sep 17 00:00:00 2001 From: spirinvadim <61345894+spirinvadim@users.noreply.github.com> Date: Wed, 8 Mar 2023 01:22:42 +0300 Subject: [PATCH 1/6] Updated tests and interface --- Simulator.py | 2 +- src/_BirthDeath.pyx | 213 ++++++++++++++++++++++------------------ src/_interface.py | 6 +- tests/test_interface.py | 27 ++--- 4 files changed, 139 insertions(+), 109 deletions(-) diff --git a/Simulator.py b/Simulator.py index 88190d7..bd092f0 100644 --- a/Simulator.py +++ b/Simulator.py @@ -37,7 +37,7 @@ def set_transmission_rate(rate, haplotype=None): :type rate: float :param haplotype: haplotypes for which the new value is being set. `See for details `_. - :type haplotype: int or string or None + :type haplotype: int(0, 4) or string('T*') or int and string list([0, 4, 'T*']) or None """ diff --git a/src/_BirthDeath.pyx b/src/_BirthDeath.pyx index ed84fcd..2daa190 100644 --- a/src/_BirthDeath.pyx +++ b/src/_BirthDeath.pyx @@ -541,7 +541,7 @@ cdef class BirthDeathModel: # else ei == MUTATION: # self.Mutation(pi, hi, ci) # else: - # self.ConditionTransition(pi) + # self.ConditionTransition(pi, hi, ci) # elif ei == 2: # self.GenerateMigration(pi) # elif ei == 3: @@ -644,9 +644,9 @@ cdef class BirthDeathModel: def print_recomb(self, left, right): for i in range(left, right): - print('hi(', self.calculate_string(self.rec.his[i]), ') = ', self.rec.his[i], \ - ', hi2(', self.calculate_string(self.rec.hi2s[i]), ') = ', self.rec.hi2s[i], \ - ', nhi(', self.calculate_string(self.rec.nhis[i]), ') = ', self.rec.nhis[i], \ + print('hi(', self.calculate_string_from_haplotype(self.rec.his[i]), ') = ', self.rec.his[i], \ + ', hi2(', self.calculate_string_from_haplotype(self.rec.hi2s[i]), ') = ', self.rec.hi2s[i], \ + ', nhi(', self.calculate_string_from_haplotype(self.rec.nhis[i]), ') = ', self.rec.nhis[i], \ ', pos = ', self.rec.posRecombs[i], sep='') @cython.boundscheck(False) @@ -840,7 +840,7 @@ cdef class BirthDeathModel: print("_________________________________") sys.exit(0) else: - if seed != None: + if seed is not None: self.seed = RndmWrapper(seed=(seed, 0)) ptrTreeAndTime = 0 @@ -1159,11 +1159,11 @@ cdef class BirthDeathModel: field.append("MW" + str(s)) table.field_names = field for hn in range(self.currentHapNum): - list = ["\n" + self.calculate_string(hn), "\n" + str(self.bRate[hn]), "\n" + str(self.dRate[hn]), "\n" + \ + list = ["\n" + self.calculate_string_from_haplotype(hn), "\n" + str(self.bRate[hn]), "\n" + str(self.dRate[hn]), "\n" + \ str(self.sRate[hn]), "\n" + str(self.suscType[hn])] for s in range(self.sites): list.append("\n" + str(self.mRate[hn, s])) - list.append(self.create_mutations(hn, s)) + list.append(self.calculate_colored_haplotype(hn, s)) table.add_row(list) print(table) @@ -1266,7 +1266,7 @@ cdef class BirthDeathModel: for pn in range(self.popNum): field.append(pn) for hn in range(self.hapNum): - row = [self.calculate_string(hn)] + row = [self.calculate_string_from_haplotype(hn)] for pn in range(self.popNum): row.append(current_infectious[pn][hn]) table_infectious.add_row(row) @@ -1309,7 +1309,7 @@ cdef class BirthDeathModel: field.append("S" + str(sn)) table_immunity.field_names = field for hn in range(self.currentHapNum): - row = [self.calculate_string(hn)] + row = [self.calculate_string_from_haplotype(hn)] for sn in range(self.susNum): row.append(self.susceptibility[hn, sn]) table_immunity.add_row(row) @@ -1350,7 +1350,17 @@ cdef class BirthDeathModel: print(self.mig.get_migration(i)) - def create_list_for_cycles(self, index, edge): + def calculate_indexes(self, indexes_list, edge): + if isinstance(indexes_list, list): + # TODO Через map + indexes = set() + for i in indexes_list: + indexes.update(self.calculate_index(i, edge)) + else: + indexes = set(self.calculate_index(indexes_list, edge)) + return indexes + + def calculate_index(self, index, edge): if isinstance(index, str): haplotypes = [index] for s in range(self.sites): @@ -1369,7 +1379,7 @@ cdef class BirthDeathModel: if haplotypes[i].count("*") != 0: haplotypes.remove(haplotypes[i]) for i in range(len(haplotypes)): - haplotypes[i] = self.calculate_haplotype(haplotypes[i]) + haplotypes[i] = self.calculate_haplotype_from_string(haplotypes[i]) return haplotypes elif isinstance(index, int): @@ -1378,8 +1388,8 @@ cdef class BirthDeathModel: return range(edge) - def create_mutations(self, haplotype, site): - hap = self.calculate_string(haplotype) + def calculate_colored_haplotype(self, haplotype, site): + hap = self.calculate_string_from_haplotype(haplotype) haplotypes = [hap[:site] + "A" + hap[site+1:], hap[:site] + "T" + hap[site+1:], hap[:site] + "C" + hap[site+1:], \ hap[:site] + "G" + hap[site+1:]] for i in range(4): @@ -1401,7 +1411,7 @@ cdef class BirthDeathModel: str(self.hapMutType[haplotype, site, 2]) + "\n" return string - def calculate_string(self, hapNum): + def calculate_string_from_haplotype(self, hapNum): letters = ["A", "T", "C", "G"] string = "" for s in range(self.sites): @@ -1409,7 +1419,7 @@ cdef class BirthDeathModel: hapNum = hapNum // 4 return string - def calculate_haplotype(self, string): + def calculate_haplotype_from_string(self, string): string = string[::-1] haplotype = 0 for s in range(self.sites): @@ -1444,7 +1454,7 @@ cdef class BirthDeathModel: return self.sites @property - def haplotype_number(self): + def haplotypes_number(self): return self.hapNum @property @@ -1466,12 +1476,13 @@ cdef class BirthDeathModel: def check_value(self, value, smth, edge=None, none=False): if none: - if isinstance(value, (int, float)) == False and value != None: + if isinstance(value, (int, float)) == False and value is not None: raise TypeError('Incorrect type of ' + smth + '. Type should be int or float or None.') else: if isinstance(value, (int, float)) == False: raise TypeError('Incorrect type of ' + smth + '. Type should be int or float.') - if edge == None: + + if edge is None: if isinstance(value, (int, float)): if value < 0: raise ValueError('Incorrect value of ' + smth + '. Value should be more or equal 0.') @@ -1480,8 +1491,15 @@ cdef class BirthDeathModel: if value < 0 or value > edge: raise ValueError('Incorrect value of ' + smth + '. Value should be more or equal 0 and equal or less ' + str(edge) + '.') + def check_indexes(self, index, edge, smth, hap=False, none=True): + if isinstance(index, list): + for i in index: + self.check_index(i, edge, smth, hap=hap, none=none) + else: + self.check_index(index, edge, smth, hap=hap, none=none) + def check_index(self, index, edge, smth, hap=False, none=True): - if none == False and index == None: + if none == False and index is None: raise TypeError('Incorrect type of ' + smth + '. Type should be int.') elif isinstance(index, int): if index < 0 or index >= edge: @@ -1490,7 +1508,7 @@ cdef class BirthDeathModel: if index.count("A") + index.count("T") + index.count("C") + index.count("G") + index.count("*") \ != self.sites: raise ValueError('Incorrect haplotype. Haplotype should contain only \"A\", \"T\", \"C\", \"G\", \"*\" and length of haplotype should be equal number of mutations sites.') - elif index != None: + elif index is not None: if hap: raise TypeError('Incorrect type of haplotype. Type should be int or str or None.') else: @@ -1530,7 +1548,6 @@ cdef class BirthDeathModel: raise ValueError('Incorrect value of migration probability. Value of migration probability from source population to target population should be more 0.') - @property def initial_haplotype(self): return self.maxHapNum @@ -1585,14 +1602,14 @@ cdef class BirthDeathModel: np.asarray(self.super_spread_right.data()), np.asarray(self.super_spread_pop.data())] - def set_super_spread_rate(self, rate,left,right, population): + def set_super_spread_rate(self, rate, left, right, population): self.check_value(rate, 'super spread rate') self.check_index(population, self.popNum, 'population') self.check_amount(left,'left point') self.check_amount(right, 'right point') if right < left: raise ValueError('Incorrect value of max value. Value should be more then min value.') - populations = self.create_list_for_cycles(population, self.popNum) + populations = self.calculate_index(population, self.popNum) for pn in populations: if right > self.sizes[pn]: raise ValueError('Incorrect value of max value. Value should be less then population size value.') @@ -1610,20 +1627,22 @@ cdef class BirthDeathModel: def set_transmission_rate(self, rate, haplotype): self.check_value(rate, 'transmission rate') - self.check_index(haplotype, self.hapNum, 'haplotype', True) + self.check_indexes(haplotype, self.hapNum, 'haplotype', True) + haplotypes = self.calculate_indexes(haplotype, self.hapNum) - haplotypes = self.create_list_for_cycles(haplotype, self.hapNum) for hn in haplotypes: self.bRate[hn] = rate - # def set_transmission_rate(self, rate, haplotype, condition): + # def set_transmission_rate(self, rate, haplotype, life_cycle): # self.check_value(rate, 'transmission rate') - # haplotypes = self.check_index_hap(haplotype) - # conditions = self.check_index(condition, self.conNum, 'number of states') + # self.check_index(haplotype, self.hapNum, 'haplotype', True) + # self.check_index(life_cycle, self.lifeCycleNum, 'number of life cycle states') + # haplotypes = self.calculate_index(haplotype, self.hapNum) + # life_cycles = self.calculate_index(life_cycle, self.lifeCycleNum) # for hn in haplotypes: - # for cn in conditions: - # self.bRate[hn, cn] = rate + # for cn in life_cycles: + # self.bRate[hn, ln] = rate @property def recovery_rate(self): @@ -1631,9 +1650,9 @@ cdef class BirthDeathModel: def set_recovery_rate(self, rate, haplotype): self.check_value(rate, 'recovery rate') - self.check_index(haplotype, self.hapNum, 'haplotype', True) + self.check_indexes(haplotype, self.hapNum, 'haplotype', True) + haplotypes = self.calculate_indexes(haplotype, self.hapNum) - haplotypes = self.create_list_for_cycles(haplotype, self.hapNum) for hn in haplotypes: self.dRate[hn] = rate @@ -1642,12 +1661,12 @@ cdef class BirthDeathModel: return self.sRate def set_sampling_rate(self, rate, haplotype): - self.check_index(haplotype, self.hapNum, 'haplotype', True) + self.check_indexes(haplotype, self.hapNum, 'haplotype', True) + haplotypes = self.calculate_indexes(haplotype, self.hapNum) if self.sampling_probability == True: self.check_value(rate, 'sampling probability', edge=1) - haplotypes = self.create_list_for_cycles(haplotype, self.hapNum) for hn in haplotypes: deathRate = self.dRate[hn] + self.sRate[hn] self.dRate[hn] = (1 - rate) * deathRate @@ -1656,7 +1675,6 @@ cdef class BirthDeathModel: elif self.sampling_probability == False: self.check_value(rate, 'sampling rate') - haplotypes = self.create_list_for_cycles(haplotype, self.hapNum) for hn in haplotypes: self.sRate[hn] = rate @@ -1666,11 +1684,11 @@ cdef class BirthDeathModel: def set_mutation_rate(self, rate, haplotype, mutation): self.check_value(rate, 'mutation rate') - self.check_index(haplotype, self.hapNum, 'haplotype', True) - self.check_index(mutation, self.sites, 'mutation site') - - haplotypes = self.create_list_for_cycles(haplotype, self.hapNum) - sites = self.create_list_for_cycles(mutation, self.sites) + self.check_indexes(haplotype, self.hapNum, 'haplotype', True) + self.check_indexes(mutation, self.sites, 'mutation site') + haplotypes = self.calculate_indexes(haplotype, self.hapNum) + sites = self.calculate_indexes(mutation, self.sites) + for hn in haplotypes: for s in sites: self.mRate[hn, s] = rate @@ -1684,11 +1702,11 @@ cdef class BirthDeathModel: if isinstance(probabilities, list): for i in range(4): self.check_value(probabilities[i], 'mutation probabilities') - self.check_index(haplotype, self.hapNum, 'haplotype', True) - self.check_index(mutation, self.sites, 'mutation site') + self.check_indexes(haplotype, self.hapNum, 'haplotype', True) + self.check_indexes(mutation, self.sites, 'mutation site') + haplotypes = self.calculate_indexes(haplotype, self.hapNum) + sites = self.calculate_indexes(mutation, self.sites) - haplotypes = self.create_list_for_cycles(haplotype, self.hapNum) - sites = self.create_list_for_cycles(mutation, self.sites) for hn in haplotypes: for s in sites: probabilities_allele = list(probabilities) @@ -1722,9 +1740,9 @@ cdef class BirthDeathModel: raise TypeError('Incorrect type of susceptibility type. Type should be int.') elif susceptibility_type < 0 or susceptibility_type >= self.susNum: raise IndexError('There are no such susceptibility type!') - self.check_index(haplotype, self.hapNum, 'haplotype', True) + self.check_indexes(haplotype, self.hapNum, 'haplotype', True) + haplotypes = self.calculate_indexes(haplotype, self.hapNum) - haplotypes = self.create_list_for_cycles(haplotype, self.hapNum) for hn in haplotypes: self.suscType[hn] = susceptibility_type @@ -1734,11 +1752,11 @@ cdef class BirthDeathModel: def set_susceptibility(self, rate, haplotype, susceptibility_type): self.check_value(rate, 'susceptibility rate') - self.check_index(haplotype, self.hapNum, 'haplotype', True) - self.check_index(susceptibility_type, self.susNum, 'susceptibility type') + self.check_indexes(haplotype, self.hapNum, 'haplotype', True) + self.check_indexes(susceptibility_type, self.susNum, 'susceptibility type') + haplotypes = self.calculate_indexes(haplotype, self.hapNum) + sus_types = self.calculate_indexes(susceptibility_type, self.susNum) - haplotypes = self.create_list_for_cycles(haplotype, self.hapNum) - sus_types = self.create_list_for_cycles(susceptibility_type, self.susNum) for hn in haplotypes: for sn in sus_types: self.susceptibility[hn, sn] = rate @@ -1749,11 +1767,11 @@ cdef class BirthDeathModel: def set_immunity_transition(self, rate, source, target): self.check_value(rate, 'immunity transition rate') - self.check_index(source, self.susNum, 'susceptibility type') - self.check_index(target, self.susNum, 'susceptibility type') + self.check_indexes(source, self.susNum, 'susceptibility type') + self.check_indexes(target, self.susNum, 'susceptibility type') + sus_types_1 = self.calculate_indexes(source, self.susNum) + sus_types_2 = self.calculate_indexes(target, self.susNum) - sus_types_1 = self.create_list_for_cycles(source, self.susNum) - sus_types_2 = self.create_list_for_cycles(target, self.susNum) for sn1 in sus_types_1: for sn2 in sus_types_2: if sn1 != sn2: @@ -1768,8 +1786,8 @@ cdef class BirthDeathModel: raise ValueError('Changing population size is available only before first simulation!') self.check_amount(amount, 'population size') self.check_index(population, self.popNum, 'population') + populations = self.calculate_index(population, self.popNum) - populations = self.create_list_for_cycles(population, self.popNum) for pn in populations: self.sizes[pn] = amount self.initial_susceptible[pn, 0] = amount @@ -1788,9 +1806,9 @@ cdef class BirthDeathModel: self.check_index(target_type, self.susNum, 'susceptibility type') if source_type == target_type: raise ValueError('Source and target susceptibility type shouldn\'t be equal!') - self.check_index(population, self.popNum, 'population') + self.check_indexes(population, self.popNum, 'population') + populations = self.calculate_indexes(population, self.popNum) - populations = self.create_list_for_cycles(population, self.popNum) for pn in populations: self.check_amount_sus(amount, source_type, target_type, pn) @@ -1807,9 +1825,9 @@ cdef class BirthDeathModel: self.check_amount(amount) self.check_index(source_type, self.susNum, 'susceptibility type') self.check_index(target_haplotype, self.hapNum, 'haplotype') - self.check_index(population, self.popNum, 'population') + self.check_indexes(population, self.popNum, 'population') + populations = self.calculate_indexes(population, self.popNum) - populations = self.create_list_for_cycles(population, self.popNum) for pn in populations: self.check_amount_inf(amount, source_type, target_haplotype, pn) @@ -1822,9 +1840,9 @@ cdef class BirthDeathModel: def set_contact_density(self, value, population): self.check_value(value, 'contact density') - self.check_index(population, self.popNum, 'population') + self.check_indexes(population, self.popNum, 'population') + populations = self.calculate_indexes(population, self.popNum) - populations = self.create_list_for_cycles(population, self.popNum) for pn in populations: self.contactDensity[pn] = value self.contactDensityBeforeLockdown[pn] = value @@ -1839,9 +1857,9 @@ cdef class BirthDeathModel: self.check_value(parameters[0], 'first npi parameter') self.check_value(parameters[1], 'second npi parameter', edge=1) self.check_value(parameters[2], 'third npi parameter', edge=1) - self.check_index(population, self.popNum, 'population') + self.check_indexes(population, self.popNum, 'population') + populations = self.calculate_indexes(population, self.popNum) - populations = self.create_list_for_cycles(population, self.popNum) for pn in populations: self.contactDensityAfterLockdown[pn] = parameters[0] self.startLD[pn] = parameters[1] @@ -1853,9 +1871,9 @@ cdef class BirthDeathModel: def set_sampling_multiplier(self, multiplier, population): self.check_value(multiplier, 'sampling multiplier') - self.check_index(population, self.popNum, 'population') + self.check_indexes(population, self.popNum, 'population') + populations = self.calculate_indexes(population, self.popNum) - populations = self.create_list_for_cycles(population, self.popNum) for pn in populations: self.samplingMultiplier[pn] = multiplier @@ -1865,11 +1883,10 @@ cdef class BirthDeathModel: def set_migration_probability(self, probability, source, target): self.check_value(probability, 'migration probability', edge=1) - self.check_index(source, self.popNum, 'population') - self.check_index(target, self.popNum, 'population') - - populations_1 = self.create_list_for_cycles(source, self.popNum) - populations_2 = self.create_list_for_cycles(target, self.popNum) + self.check_indexes(source, self.popNum, 'population') + self.check_indexes(target, self.popNum, 'population') + populations_1 = self.calculate_indexes(source, self.popNum) + populations_2 = self.calculate_indexes(target, self.popNum) for pn1 in populations_1: for pn2 in populations_2: if pn1 != pn2: @@ -1934,7 +1951,7 @@ cdef class BirthDeathModel: if self.tree.shape[0] == 1: print('Genealogy was not simulated. Use VGsim.genealogy() method to simulate it.') sys.exit(1) - if file_path != None: + if file_path is not None: f_mig = open(file_path + '/' + name_file + '.tsv', 'w') else: f_mig = open(name_file + '.tsv', 'w') @@ -2054,7 +2071,7 @@ cdef class BirthDeathModel: file.write(" M" + str(s)) file.write("\n") for hn in range(self.hapNum): - file.write(self.calculate_string(hn) + " " + str(self.bRate[hn]) + " " + str(self.dRate[hn]) + " " + str(self.sRate[hn]) + ' ') + file.write(self.calculate_string_from_haplotype(hn) + " " + str(self.bRate[hn]) + " " + str(self.dRate[hn]) + " " + str(self.sRate[hn]) + ' ') for s in range(self.sites): file.write(str(self.mRate[hn, s]) + "," + str(self.hapMutType[hn, s, 0]) + "," + str(self.hapMutType[hn, s, 1]) + "," + str(self.hapMutType[hn, s, 2]) + " ") file.write("\n") @@ -2080,7 +2097,7 @@ cdef class BirthDeathModel: file.write(" S" + str(sn)) file.write("\n") for hn in range(self.hapNum): - file.write(self.calculate_string(hn) + " " + str(self.suscType[hn])) + file.write(self.calculate_string_from_haplotype(hn) + " " + str(self.suscType[hn])) for sn in range(self.susNum): file.write(" " + str(self.susceptibility[hn, sn])) file.write("\n") @@ -2508,8 +2525,10 @@ cdef class BirthDeathModel: self.tau_l /= 2 self.currentTime += self.tau_l + first_index_event = self.multievents.ptr self.UpdateCompartmentCounts_tau() - self.events.AddEvent(self.currentTime, MULTITYPE, self.multievents.ptr-propNum, self.multievents.ptr, 0, 0) + last_index_event = self.multievents.ptr + self.events.AddEvent(self.currentTime, MULTITYPE, first_index_event, last_index_event, 0, 0) if self.globalInfectious == 0: break for pn in range(self.popNum): @@ -2732,9 +2751,10 @@ cdef class BirthDeathModel: for sn in range(self.susNum): for hn in range(self.hapNum): event_num = self.eventsMigr[spn, tpn, sn, hn] - self.NewInfections(tpn, sn, hn, event_num) - self.multievents.AddEvents(event_num, self.currentTime, MIGRATION, hn, spn, sn, tpn) - self.migPlus += event_num + if event_num != 0: + self.NewInfections(tpn, sn, hn, event_num) + self.multievents.AddEvents(event_num, self.currentTime, MIGRATION, hn, spn, sn, tpn) + self.migPlus += event_num for pn in range(self.popNum): #Susceptibility transition @@ -2743,41 +2763,46 @@ cdef class BirthDeathModel: if ssn == tsn: continue event_num = self.eventsSuscep[pn, ssn, tsn] - self.susceptible[pn, tsn] += event_num - self.susceptible[pn, ssn] -= event_num - self.multievents.AddEvents(event_num, self.currentTime, SUSCCHANGE, ssn, pn, tsn, 0) - self.iCounter += event_num + if event_num != 0: + self.susceptible[pn, tsn] += event_num + self.susceptible[pn, ssn] -= event_num + self.multievents.AddEvents(event_num, self.currentTime, SUSCCHANGE, ssn, pn, tsn, 0) + self.iCounter += event_num #Infectious-realted event for hn in range(self.hapNum): #Recovery event_num = self.eventsRecovery[pn, hn] - self.NewRecoveries(pn, self.suscType[hn], hn, event_num) - self.multievents.AddEvents(event_num, self.currentTime, DEATH, hn, pn, self.suscType[hn], 0) - self.dCounter += event_num + if event_num != 0: + self.NewRecoveries(pn, self.suscType[hn], hn, event_num) + self.multievents.AddEvents(event_num, self.currentTime, DEATH, hn, pn, self.suscType[hn], 0) + self.dCounter += event_num #Sampling event_num = self.eventsSampling[pn, hn] - self.NewRecoveries(pn, self.suscType[hn], hn, event_num) - self.multievents.AddEvents(event_num, self.currentTime, SAMPLING, hn, pn, self.suscType[hn], 0) - self.sCounter += event_num + if event_num != 0: + self.NewRecoveries(pn, self.suscType[hn], hn, event_num) + self.multievents.AddEvents(event_num, self.currentTime, SAMPLING, hn, pn, self.suscType[hn], 0) + self.sCounter += event_num #Mutation for s in range(self.sites): for i in range(3): nhn = self.Mutate(hn, s, i) event_num = self.eventsMutatations[pn, hn, s, i] - self.infectious[pn, nhn] += event_num - self.infectious[pn, hn] -= event_num - self.multievents.AddEvents(event_num, self.currentTime, MUTATION, hn, pn, nhn, 0) - self.mCounter += event_num + if event_num != 0: + self.infectious[pn, nhn] += event_num + self.infectious[pn, hn] -= event_num + self.multievents.AddEvents(event_num, self.currentTime, MUTATION, hn, pn, nhn, 0) + self.mCounter += event_num #Transmission for sn in range(self.susNum): event_num = self.eventsTransmission[pn, hn, sn] - self.NewInfections(pn, sn, hn, event_num) - self.multievents.AddEvents(event_num, self.currentTime, BIRTH, hn, pn, sn, 0) - self.bCounter += event_num + if event_num != 0: + self.NewInfections(pn, sn, hn, event_num) + self.multievents.AddEvents(event_num, self.currentTime, BIRTH, hn, pn, sn, 0) + self.bCounter += event_num @cython.boundscheck(False) @cython.wraparound(False) diff --git a/src/_interface.py b/src/_interface.py index 0b29682..781294e 100644 --- a/src/_interface.py +++ b/src/_interface.py @@ -63,8 +63,8 @@ def number_of_sites(self): return self.simulation.number_of_sites @property - def haplotype_number(self): - return self.simulation.haplotype_number + def haplotypes_number(self): + return self.simulation.haplotypes_number @property def populations_number(self): @@ -415,7 +415,9 @@ def simulate(self, iterations=1000, sample_size=None, epidemic_time=-1, method=' print("Unknown method. Choose between 'direct' and 'tau'.") def genealogy(self, seed=None): + start_time = time.time() self.simulation.GetGenealogy(seed) + print("Getting genealogy time:", time.time() - start_time) def print_recomb(self, left, right): self.simulation.print_recomb(left, right) diff --git a/tests/test_interface.py b/tests/test_interface.py index 0ad2213..753eaa4 100644 --- a/tests/test_interface.py +++ b/tests/test_interface.py @@ -187,11 +187,14 @@ def test_set_coinfection_parameters(recombination, error, text): #TRANSMISSION RATE # @pytest.mark.parametrize('rate, haplotype, condition', [()]) -@pytest.mark.parametrize('rate, haplotype, answer', [(0 , None, [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]), - (0.002, 'A*', [0.002, 0.002, 0.002, 0.002, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2]), - (0.003, 'AT', [2, 0.003, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2]), - (0.004, 0 , [0.004, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2]), - (0.005, 15 , [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 0.005])]) +@pytest.mark.parametrize('rate , haplotype , answer', + [(0 , None , [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]), + (0.002, 'A*' , [0.002, 0.002, 0.002, 0.002, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2]), + (0.003, 'AT' , [2, 0.003, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2]), + (0.004, 0 , [0.004, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2]), + (0.005, 15 , [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 0.005]), + (0.006, [0, 15, 'T*'], [0.006, 2, 2, 2, 0.006, 0.006, 0.006, 0.006, 2, 2, 2, 2, 2, 2, 2, 0.006]), + (0.007, [] , [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2])]) def test_set_transmisstion_rate(rate, haplotype, answer): model = Simulator(number_of_sites=2) model.set_transmission_rate(rate=rate, haplotype=haplotype) @@ -204,7 +207,7 @@ def test_set_transmisstion_rate(rate, haplotype, answer): @pytest.mark.parametrize('rate, haplotype, error, text', [(None , None , TypeError , 'Incorrect type of transmission rate. Type should be int or float.'), ('str', None , TypeError , 'Incorrect type of transmission rate. Type should be int or float.'), (-1 , None , ValueError, 'Incorrect value of transmission rate. Value should be more or equal 0.'), - (0.01 , [1, 2], TypeError , 'Incorrect type of haplotype. Type should be int or str or None.'), + # (0.01 , [1, 2], TypeError , 'Incorrect type of haplotype. Type should be int or str or None.'), (0.01 , -1 , IndexError, 'There are no such haplotype!'), (0.01 , 16 , IndexError, 'There are no such haplotype!'), (0.01 , 'str' , ValueError, r'Incorrect haplotype. Haplotype should contain only \"A\", \"T\", \"C\", \"G\", \"\*\" and length of haplotype should be equal number of mutations sites.'), @@ -229,7 +232,7 @@ def test_set_recovery_rate(rate, haplotype, answer): @pytest.mark.parametrize('rate, haplotype, error, text', [(None , None , TypeError , 'Incorrect type of recovery rate. Type should be int or float.'), ('str', None , TypeError , 'Incorrect type of recovery rate. Type should be int or float.'), (-1 , None , ValueError, 'Incorrect value of recovery rate. Value should be more or equal 0.'), - (0.01 , [1, 2], TypeError , 'Incorrect type of haplotype. Type should be int or str or None.'), + # (0.01 , [1, 2], TypeError , 'Incorrect type of haplotype. Type should be int or str or None.'), (0.01 , -1 , IndexError, 'There are no such haplotype!'), (0.01 , 16 , IndexError, 'There are no such haplotype!'), (0.01 , 'str' , ValueError, r'Incorrect haplotype. Haplotype should contain only \"A\", \"T\", \"C\", \"G\", \"\*\" and length of haplotype should be equal number of mutations sites.'), @@ -253,7 +256,7 @@ def test_set_sampling_rate(rate, haplotype, answer): @pytest.mark.parametrize('rate, haplotype, error, text', [(None , None , TypeError , 'Incorrect type of sampling rate. Type should be int or float.'), ('str', None , TypeError , 'Incorrect type of sampling rate. Type should be int or float.'), (-1 , None , ValueError, 'Incorrect value of sampling rate. Value should be more or equal 0.'), - (0.01 , [1, 2], TypeError , 'Incorrect type of haplotype. Type should be int or str or None.'), + # (0.01 , [1, 2], TypeError , 'Incorrect type of haplotype. Type should be int or str or None.'), (0.01 , -1 , IndexError, 'There are no such haplotype!'), (0.01 , 16 , IndexError, 'There are no such haplotype!'), (0.01 , 'str' , ValueError, r'Incorrect haplotype. Haplotype should contain only \"A\", \"T\", \"C\", \"G\", \"\*\" and length of haplotype should be equal number of mutations sites.'), @@ -282,7 +285,7 @@ def test_set_mutation_rate(rate, haplotype, mutation, answer): @pytest.mark.parametrize('rate, haplotype, mutation, error, text', [(None , None , None , TypeError , 'Incorrect type of mutation rate. Type should be int or float.'), ('str', None , None , TypeError , 'Incorrect type of mutation rate. Type should be int or float.'), (-1 , None , None , ValueError, 'Incorrect value of mutation rate. Value should be more or equal 0.'), - (2 , [1, 2], None , TypeError , 'Incorrect type of haplotype. Type should be int or str or None.'), + # (2 , [1, 2], None , TypeError , 'Incorrect type of haplotype. Type should be int or str or None.'), (2 , -1 , None , IndexError, 'There are no such haplotype!'), (2 , 16 , None , IndexError, 'There are no such haplotype!'), (2 , 'str' , None , ValueError, r'Incorrect haplotype. Haplotype should contain only \"A\", \"T\", \"C\", \"G\", \"\*\" and length of haplotype should be equal number of mutations sites.'), @@ -319,7 +322,7 @@ def test_set_mutation_probabilities(probabilities, haplotype, mutation, answer): ([0, 0, 0, 5] , None , None , ValueError, 'Incorrect probabilities list. The sum of three elements without mutation allele should be more 0.'), ([None, 0, 0, 5] , None , None , TypeError , 'Incorrect type of mutation probabilities. Type should be int or float.'), (['str', 0, 0, 5], None , None , TypeError , 'Incorrect type of mutation probabilities. Type should be int or float.'), - ([2, 3, 4, 5] , [1, 2], None , TypeError , 'Incorrect type of haplotype. Type should be int or str or None.'), + # ([2, 3, 4, 5] , [1, 2], None , TypeError , 'Incorrect type of haplotype. Type should be int or str or None.'), ([2, 3, 4, 5] , -1 , None , IndexError, 'There are no such haplotype!'), ([2, 3, 4, 5] , 16 , None , IndexError, 'There are no such haplotype!'), ([2, 3, 4, 5] , 'str' , None , ValueError, r'Incorrect haplotype. Haplotype should contain only \"A\", \"T\", \"C\", \"G\", \"\*\" and length of haplotype should be equal number of mutations sites.'), @@ -512,7 +515,7 @@ def test_set_susceptibility_type(susceptibility_type, haplotype, answer): ('str', None , TypeError , 'Incorrect type of susceptibility type. Type should be int.'), (-1 , None , IndexError, 'There are no such susceptibility type!'), (4 , None , IndexError, 'There are no such susceptibility type!'), - (2 , [1, 2], TypeError , 'Incorrect type of haplotype. Type should be int or str or None.'), + # (2 , [1, 2], TypeError , 'Incorrect type of haplotype. Type should be int or str or None.'), (2 , -1 , IndexError, 'There are no such haplotype!'), (2 , 16 , IndexError, 'There are no such haplotype!'), (2 , 'str' , ValueError, r'Incorrect haplotype. Haplotype should contain only \"A\", \"T\", \"C\", \"G\", \"\*\" and length of haplotype should be equal number of mutations sites.'), @@ -538,7 +541,7 @@ def test_set_susceptibility(rate, haplotype, susceptibility_type, answer): @pytest.mark.parametrize('rate, haplotype, susceptibility_type, error, text', [(None , None , None , TypeError , 'Incorrect type of susceptibility rate. Type should be int or float.'), ('str', None , None , TypeError , 'Incorrect type of susceptibility rate. Type should be int or float.'), (-1 , None , None , ValueError, 'Incorrect value of susceptibility rate. Value should be more or equal 0.'), - (2 , [1, 2], None , TypeError , 'Incorrect type of haplotype. Type should be int or str or None.'), + # (2 , [1, 2], None , TypeError , 'Incorrect type of haplotype. Type should be int or str or None.'), (2 , -1 , None , IndexError, 'There are no such haplotype!'), (2 , 16 , None , IndexError, 'There are no such haplotype!'), (2 , 'str' , None , ValueError, r'Incorrect haplotype. Haplotype should contain only \"A\", \"T\", \"C\", \"G\", \"\*\" and length of haplotype should be equal number of mutations sites.'), From e016e260070d8b1f9cd4182d3d1a7b60b22b7110 Mon Sep 17 00:00:00 2001 From: spirinvadim <61345894+spirinvadim@users.noreply.github.com> Date: Mon, 10 Apr 2023 14:52:34 +0300 Subject: [PATCH 2/6] Updated README --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index 07aa52a..784492f 100644 --- a/README.md +++ b/README.md @@ -7,6 +7,11 @@ Fast simulator of viral genealogies in the world-scale pandemic scenarios. [![windows](https://github.com/Genomics-HSE/VGsim/actions/workflows/windows.yml/badge.svg)](https://github.com/Genomics-HSE/VGsim/actions/workflows/windows.yml) [![Documentation Status](https://readthedocs.org/projects/vg-sim/badge/?version=latest)](https://vg-sim.readthedocs.io/en/latest/?badge=latest) +Important +--------- + +The command line interface support is currently limited. We strongly encourage users to work with Python API. + Documentation ------------- From 6d9c54d5ea7474ba734256e71f4a073ade270e32 Mon Sep 17 00:00:00 2001 From: spirinvadim <61345894+spirinvadim@users.noreply.github.com> Date: Sun, 21 May 2023 12:46:45 +0300 Subject: [PATCH 3/6] First version recombination --- Simulator.py | 492 ----------------------------- docs/source/Documentation.rst | 76 +++-- sim.py | 26 -- src/_BirthDeath.pyx | 564 ++++++++++++++++++---------------- src/_interface.py | 483 ++++++++++++++++++++++++++++- src/models.pxi | 37 ++- testing/example.py | 22 +- 7 files changed, 839 insertions(+), 861 deletions(-) delete mode 100644 Simulator.py delete mode 100644 sim.py diff --git a/Simulator.py b/Simulator.py deleted file mode 100644 index bd092f0..0000000 --- a/Simulator.py +++ /dev/null @@ -1,492 +0,0 @@ -def print_basic_parameters(): - """ - This methods prints the basic parameters of the epidemiological model. - """ - -def print_populations(): - """ - This methods prints parameters of the population model. - """ - -def print_immunity_model(): - """ - This methods prints the basic parameters of the immunity model. - """ - -def print_all(basic_parameters=True, populations=True, immunity_model=True): - """ - This methods prints all the parameters of the simulation. - - :param basic_parameters: whether to output the basic parameters of the epidemiological model. - :type basic_parameters: bool - - :param populations: whether to output parameters of the population model. - :type populations: bool - - :param immunity_model: whether to output parameters of the immunity model. - :type immunity_model: bool - """ - -def set_transmission_rate(rate, haplotype=None): - """ - .. _Wikipedia: https://en.wikipedia.org/wiki/Compartmental_models_in_epidemiology - - Transmission rate is the the expected number of new infections from a single infected individual per time unit in the beginning of the epidemics when all but one of the hosts are susceptible. See `Wikipedia`_ - that is parameter beta in SIR model. - - :param rate: transmission rate value. - :type rate: float - - :param haplotype: haplotypes for which the new value is being set. `See for details `_. - :type haplotype: int(0, 4) or string('T*') or int and string list([0, 4, 'T*']) or None - """ - - -def set_recovery_rate(rate, haplotype=None): - """ - .. _Wikipedia: https://en.wikipedia.org/wiki/Compartmental_models_in_epidemiology - - Recovery rate is the inverse of the expected recovery time - non-negative float value. See `Wikipedia`_ - that is parameter gamma in SIR model. - - :param rate: recovery rate value. - :type rate: float - - :param haplotype: haplotypes for which the new value is being set. `See for details `_. - :type haplotype: int or string or None - """ - -def set_sampling_rate(rate, haplotype=None): - """ - Sampling rate: the rate at which infected individuals are sampled. The genealogy will be generated only for these samples. Alternatively, if *sampling_probability* is **True**, it will specify the fraction of recovered individuals which are sampled. - - :param rate: sampling rate value. - :type rate: float - - :param haplotype: haplotypes for which the new value is being set. `See for details `_. - :type haplotype: int or string or None - """ - -def set_mutation_rate(rate=None, probabilities=None, haplotype=None, mutation=None): - """ - This method allows setting the mutation rate and the weights for each single nucleotide substitution (given the mutation happened). - - :param rate: mutation rate value (None would not change the old value). - :type rate: float or None - - :param probabilities: weights of each single nucleotide substitution given mutation occured (None would not change the old values). `See for example `_. - :type probabilities: list of four non-negative integers or None - - :param haplotype: the ancestral haplotype for the mutation. `See for details `_. - :type haplotype: int or string or None - - :param mutation: the id of position on the haplotype where mutation arises. - :type mutation: int or None - """ - -def set_susceptibility_type(susceptibility_type, haplotype=None): - """ - The type of immunity (or the susceptibility group) which an individual gets after being infected with a pathogen of a haplotype. - - :param susceptibility_type: immunity group id. - :type susceptibility_type: int - - :param haplotype: haplotypes for which the new value is being set. `See for details `_. - :type haplotype: int or string or None - """ - -def set_susceptibility(rate, haplotype=None, susceptibility_type=None): - """ - Susceptibility is a multiplicative modifier of the transmission rate based on the susceptible host immunity with a certain *susceptibility_type*. It can decrease or increase the transmission rate of a particular haplotype to the individuals of said *susceptibility_type*. - - :param rate: susceptibility value. - :type rate: float - - :param haplotype: haplotypes for which the new value is being set. `See for details `_. - :type haplotype: int or string or None - - :param susceptibility_type: immunity group id for which the new susceptibility value is being set. - :type susceptibility_type: int or None - """ - -def set_immunity_transition(rate, source=None, target=None): - """ - The change of immunity without infection (e.g. due to vaccination or immunity loss with time). - - :param rate: transition rate value. - :type rate: float - - :param source: source immunity group id (None means that the new value will be set to all immunity groups as source). - :type source: int or None - - :param target: target immunity group id (None means that the new value will be set to all immunity groups as source). - :type target: int or None - """ - - -def set_population_size(size, population=None): - """ - Set the number of individuals in the population. - - :param size: total number of individuals in the population. - :type size: int - - :param population: population for which the new population size is being set (in case of None the value will be updated for all populations). - :type population: int or None - """ - -def set_contact_density(value, population=None): - """ - The relative number of contacts per time units. - - :param value: contact density value. - :type value: float - - :param population: population for which the new contact density size is being set (in case of None the value will be updated for all populations). - :type population: int or None - """ - -def set_npi(parameters, population=None): - """ - Setting conditions when lockdown in a population is imposed and lifted with the certain contact density during the lockdown. - - :param parameters: list with three elements: contact density value during lockdown, fraction of infectious population when the lockdown is set, fraction of infectious population when lockdown is lifted. - :type parameters: list of length 3 with float values - - :param population: population for which the lockdown parameters are being set (in case of None the value will be updated for all populations). - :type population: int or None - """ - -def set_sampling_multiplier(multiplier, population=None): - """ - The relative sampling in the population (multiplicative modifier). Sampling rate of each haplotype is modified by this factor. - - :param value: sampling multiplier value. - :type value: float - - :param population: population for which the new sampling multiplier is being set (in case of None the value will be updated for all populations). - :type population: int or None - """ - -def set_migration_probability(probability=None, total_probability=None, source=None, target=None): - """ - The probability that an individual from the population source is travelling to the population target. - - :param probability: probability of migration value. - :type probability: float - - :param total_probability: if True, all the entries (except for the diagonal element) of row corresponding to source population is filled with probabilitie/(K-1). That represents individual travelling out of its population to a random destination. - :type total_probability: bool - - :param source: source population with infectious individual (None means that the new value will be set to all populations as source). - :type source: int or None - - :param target: target population with infectious individual (None means that the new value will be set to all populations as source). - :type target: int or None - """ - -def set_susceptible_individuals(amount, source_type, target_type, population=None): - """ - The method allows moving susceptible individuals between susceptibility groups. - - :param amount: the number of individuals to be moved. - :type amount: int - - :param source_type: source susceptibility group from which individuals are moved. - :type source_type: int - - :param target_type: target susceptibility group into which individuals are moved. - :type target_type: int - - :param population: population for which the new value is being set (in case of None the value will be updated for all populations). - :type population: int or None - """ - -def set_infected_individuals(amount, source_haplotype, target_haplotype, population=None): - """ - The method allows moving infected individuals between susceptibility groups. - - :param amount: the number of individuals to be moved. - :type amount: int - - :param source_haplotype: source haplotype from which individuals are moved. - :type source_haplotype: int - - :param target_haplotype: target haplotype into which individuals are moved. - :type target_haplotype: int - - :param population: population for which the new value is being set (in case of None the value will be updated for all populations). - :type population: int or None - """ - -def set_infection(amount, source_type, target_haplotype, population=None): - """ - The method allows moving individuals from susceptibility group to target haplotype. - - :param amount: the number of individuals to be moved. - :type amount: int - - :param source_type: source susceptibility group from which individuals are moved. - :type source_type: int - - :param target_haplotype: target haplotype into which individuals are moved. - :type target_haplotype: int - - :param population: population for which the new value is being set (in case of None the value will be updated for all populations). - :type population: int or None - """ - -def set_chain_events(file_name): - """ - Allows to import chain of events directly from the .npy file - - :param file_name: a name of the file (without the .npy extension) - :type file_name: str - """ - -def set_settings(file_template): - """ - Currently is a placeholder and does nothing. Do not include in actual docs until it does something. - """ - -def set_state(set_state): - """ - Calls set_chain_events and set_setting. Now identical to set_events. Do not include in docs until it starts to differ. - """ - - -def output_newick(file_template="newick_output", file_path = None): - """ - Outputs the result of simulation in the newick format. - - :param file_template: template for the file name - :type file_template: str - - :param file_path: path to output file - :type file_path: str - """ - -def output_mutations(file_template="mutation_output", file_path = None): - """ - Outputs the information about all mutations - - :param file_template: template for the file name - :type file_template: str - - :param file_path: path to output file - :type file_path: str - """ - -def output_migrations(file_template="migrations", file_path = None): - """ - Outputs the information about all migrations - - :param file_template: template for the file name - :type file_template: str - - :param file_path: path to output file - :type file_path: str - """ - -def output_sample_data(output_print=False): - """ - Show all information about sampling, time, place, etc. - - :param output_print: if *Thue*, it outputs data about each sample to the console. Data includes time of sampling, population and haplotype of sampled individual. - :type output_print: bool - - :return: 3 lists with times, population ids and haplotypes of the sampled individuals - """ - - -def output_epidemiology_timelines(step=1000, output_file=False): - """ - Records simulation state changes over some period of time. - - :param step: a number of steps which split the epidemiology timelines. - :type step: str - - :param output_file: if **True**, the timeline is written in the output file - :type output_file: bool - """ - -def output_chain_events(file_name="chain_events"): - """ - Outputs event chain. - - :param file_name: file name for the output - :param file_name: str - """ - -def output_settings(self, file_template="parameters"): - """ - Outputs settings. - - :param file_template: file name for the output - :param file_template: str - """ - -def output_state(): - """ - Outputs event chain and settings. - """ - - -def get_data_susceptible(population, susceptibility_type, step_num): - """ - Returns the list with the amount of sucseptible individuals over some period of time. - - :param population: population to retrieve data from - :type population: int - - :param susceptibility_type: susceptibility type to retrieve data from - :type susceptibility_type: int - - :param step_num: number of steps which split the epidemiology timeline. - :type step_num: int - - :return: 3 lists - amounts of susceptible individuals on the time points, time points themselves at which we retrieve amounts of individuals, and lockdowns data for the current epidemiology - """ - -def get_data_infectious(self, population, haplotype, step_num): - """ - Returns the list with the amount of infectious individuals over some period of time. - - :param population: population to retrieve data from - :type population: int - - :param haplotype: haplotype to retrieve data from - :type haplotype: int - - :param step_num: number of steps which split the epidemiology timeline - :type step_num: int - - :return: 3 lists - amounts of infectious individuals on the time points, time points themselves at which we retrieve amounts of individuals, and lockdowns data for the current epidemiology - """ - - -def plot_infectious(population, haplotype, step_num, label_infectious, label_samples): - """ - Creates plots for infectious and sampled individuals. - - :param population: population id for the plot - :type population: int - - :param haplotype: haplotype for the plot - :type haplotype: int or str - - :param step_num: number of steps which split the epidemiology timeline - :type step_num: int - - :param label_infectious: the label for the infectious plot in the plot legend - :type label_infectious: str - - :param label_samples: the label for the samples plot in the plot legend - :type label_samples: str - """ - -def add_plot_infectious(population, haplotype, step_num=100, label_infectious=None, label_samples=None): - """ - Add to plot the trajectories of the change of the number of infectious individuals over time. - - :param population: population id for the plot - :type population: int - - :param haplotype: haplotype for the plot - :type haplotype: int or str - - :param step_num: number of steps which split the epidemiology timeline - :type step_num: int - - :param label_infectious: the label for the infectious plot - :type label_infectious: str or None - - :param label_samples: the label for the samples plot - :type label_samples: str or None - """ - -def add_plot_susceptible(population, susceptibility_type, step_num=100, label=None): - """ - Add to plot the trajectories of the change of the number of susceptible individuals over time. - - :param population: population id for the plot - :type population: int - - :param haplotype: haplotype for the plot - :type haplotype: int or str - - :param step_num: number of steps which split the epidemiology timeline - :type step_num: int - - :param label: the label for the susceptible plot - :type label: str - """ - - -def add_legend(): - """ - Add legend to the plot. - """ - -def add_title(name="Plot"): - """ - Add plot title. - - :param name: the title for the plot - :type name: str - """ - -def plot(): - """ - Show plot with all the trajectories added by other methods. - """ - -def simulate(iterations=1000, sample_size=None, epidemic_time=None, method='direct'): - """ - This methods performs the simulation. The simulation interrupts when either one of the following conditions is satisfied: the number of iterations equals *iterations*, the number of collected samples equals *sample_size*, ot the total virtual time of the epidemic exceeds *time* - It can be called multiple times, changes of most parameters are allowed between simulation runs. - - :param iterations: maximal number of iterations. - :type iterations: int - - :param sample_size: desired sample size. - :type sample_size: int or None - - :param epidemic_time: virtual (model) time to be simulated. - :type epidemic_time: float or None - - :param method: 'direct' for the exact algorithm, 'tau' for tau-leaping approximated algorithm. - :type method: string - """ - - -def genealogy(seed=None): - """ - Generates a genealogy based on the chain of events generated during all the instances of simulate() method. - - :param seed: seed value (None for random seed). - :type seed: int or None - """ - -def citation(): - """ - Prints a citation of the paper in the console - """ - -def debug(): - """ - Returns all of the available information about simulation. Mainly used for the debug purposes. Not documented. - """ - -def get_proportion(): - """ - Used for paper preparation. Not documented. - """ - -def print_counters(): - """ - Used for paper preparation. Not documented. - """ - -def print_propensities(): - """ - Used for paper preparation. Not documented. - """ diff --git a/docs/source/Documentation.rst b/docs/source/Documentation.rst index 9dd29d6..a958cfd 100644 --- a/docs/source/Documentation.rst +++ b/docs/source/Documentation.rst @@ -1,84 +1,82 @@ API === -.. autoclass:: sim.Simulator - :members: - - .. automethod:: __init__ +.. autoclass:: VGsim.Simulator Epidemiological model --------------------- -.. autofunction:: Simulator.set_transmission_rate +.. autofunction:: VGsim.Simulator.set_transmission_rate .. note:: In many methods skipping an argument (or setting it to None) allows filling in multiple entries. Methods will apply the settings to all possible values of this argument. -.. autofunction:: Simulator.set_recovery_rate -.. autofunction:: Simulator.set_sampling_rate -.. autofunction:: Simulator.set_mutation_rate +.. autofunction:: VGsim.Simulator.set_recovery_rate +.. autofunction:: VGsim.Simulator.set_sampling_rate +.. autofunction:: VGsim.Simulator.set_mutation_rate +.. autofunction:: VGsim.Simulator.set_mutation_probabilities .. note:: Haplotypes can be set either by their id (which can be calculated by assuming that the haplotype is a quaternary number with A=0, T=1, C=2, G=3), or directly by the string. E.g. haplotype “AGT” can be referred by the same string or by id=0*4\ :sup:`2`\+3*4\ :sup:`1`\+1*4\ :sup:`0`\=13. One can also use “*” to indicate “any nucleotide”. In this case the changes will be applied to all the haplotypes matching the pattern. E.g. “A*T” corresponds to four haplotypes “AAT”, “ATT”, “ACT”, “AGT”. `See for details `_. Host immunity ------------- -.. autofunction:: Simulator.set_susceptibility_type -.. autofunction:: Simulator.set_susceptibility -.. autofunction:: Simulator.set_immunity_transition +.. autofunction:: VGsim.Simulator.set_susceptibility_type +.. autofunction:: VGsim.Simulator.set_susceptibility +.. autofunction:: VGsim.Simulator.set_immunity_transition Population model ---------------- -.. autofunction:: Simulator.set_population_size -.. autofunction:: Simulator.set_contact_density -.. autofunction:: Simulator.set_npi -.. autofunction:: Simulator.set_sampling_multiplier -.. autofunction:: Simulator.set_migration_probability +.. autofunction:: VGsim.Simulator.set_population_size +.. autofunction:: VGsim.Simulator.set_contact_density +.. autofunction:: VGsim.Simulator.set_npi +.. autofunction:: VGsim.Simulator.set_sampling_multiplier +.. autofunction:: VGsim.Simulator.set_migration_probability .. note:: total_probability=float means that probability is the total probability to find an individual from population source outside of its population. All the entries (except for the diagonal) of the corresponding row of the migration probability matrix will be set to total_probability/(K-1), where K is the number of populations in the simulation. Simulate -------- -.. autofunction:: Simulator.simulate -.. autofunction:: Simulator.genealogy -.. autofunction:: Simulator.set_chain_events +.. autofunction:: VGsim.Simulator.simulate +.. autofunction:: VGsim.Simulator.genealogy +.. autofunction:: VGsim.Simulator.set_chain_events Output ------ -.. autofunction:: Simulator.output_newick -.. autofunction:: Simulator.output_mutations -.. autofunction:: Simulator.output_migrations -.. autofunction:: Simulator.output_sample_data -.. autofunction:: Simulator.output_epidemiology_timelines -.. autofunction:: Simulator.output_chain_events -.. autofunction:: Simulator.output_state +.. autofunction:: VGsim.Simulator.export_newick +.. autofunction:: VGsim.Simulator.export_mutations +.. autofunction:: VGsim.Simulator.export_migrations +.. autofunction:: VGsim.Simulator.output_sample_data +.. autofunction:: VGsim.Simulator.output_epidemiology_timelines +.. autofunction:: VGsim.Simulator.export_chain_events +.. autofunction:: VGsim.Simulator.export_settings +.. autofunction:: VGsim.Simulator.export_state Visualization ------------- -.. autofunction:: Simulator.plot_infectious -.. autofunction:: Simulator.add_plot_infectious -.. autofunction:: Simulator.add_plot_susceptible -.. autofunction:: Simulator.add_legend -.. autofunction:: Simulator.add_title -.. autofunction:: Simulator.plot +.. autofunction:: VGsim.Simulator.add_plot_infectious +.. autofunction:: VGsim.Simulator.add_plot_susceptible +.. autofunction:: VGsim.Simulator.add_legend +.. autofunction:: VGsim.Simulator.add_title +.. autofunction:: VGsim.Simulator.plot Data retrieval -------------- -.. autofunction:: Simulator.get_data_susceptible -.. autofunction:: Simulator.get_data_infectious +.. autofunction:: VGsim.Simulator.get_data_susceptible +.. autofunction:: VGsim.Simulator.get_data_infectious Parameters ---------- -.. autofunction:: Simulator.print_basic_parameters -.. autofunction:: Simulator.print_populations -.. autofunction:: Simulator.print_immunity_model -.. autofunction:: Simulator.print_all +.. autofunction:: VGsim.Simulator.print_basic_parameters +.. autofunction:: VGsim.Simulator.print_populations +.. autofunction:: VGsim.Simulator.print_immunity_model +.. autofunction:: VGsim.Simulator.print_all Miscellaneous ------------- -.. autofunction:: Simulator.citation \ No newline at end of file +.. autofunction:: VGsim.Simulator.citation \ No newline at end of file diff --git a/sim.py b/sim.py deleted file mode 100644 index f50d785..0000000 --- a/sim.py +++ /dev/null @@ -1,26 +0,0 @@ -class Simulator(): - """ - The class which creates and runs simulations. - """ - - def __init__(number_of_sites=0, populations_number=1, number_of_susceptible_groups=1, seed=None, sampling_probability=False, memory_optimization=None): - """ - - :param number_of_sites: the number of mutable sites - :type number_of_sites: int - - :param populations_number: the number of populations (demes) - :type populations_number: int - - :param number_of_susceptible_groups: the number of susceptible groups (groups with different immunity response) - :type number_of_susceptible_groups: int - - :param seed: seed to generate simulation from. If **None**, then chosen at random - :type seed: float or None - - :param sampling_probability: whether we set sampling probability as a share of recovered individuals (**True** value) or we will set it explicitly. Default is **False**. - :type sampling_probability: bool or None - - :param memory_optimization: if True, then memory optimization is conducted (useful for large number of possible haplotypes) - :type memory_optimization: bool or None - """ diff --git a/src/_BirthDeath.pyx b/src/_BirthDeath.pyx index 2daa190..bb7a438 100644 --- a/src/_BirthDeath.pyx +++ b/src/_BirthDeath.pyx @@ -44,9 +44,8 @@ cdef class BirthDeathModel: Recombination rec npy_int64[::1] suscType, sizes, totalSusceptible, totalInfectious, lockdownON, hapToNum, numToHap, sitesPosition - # npy_int64[::1] tree, tree_pop + npy_int64[::1] tree, tree_pop npy_int64[:,::1] susceptible, infectious, initial_susceptible, initial_infectious - npy_int64[:,::1] tree, tree_pop double[::1] bRate, dRate, sRate, tmRate, maxEffectiveBirthMigration, suscepCumulTransition, immunePopRate, infectPopRate, \ popRate, migPopRate, actualSizes, contactDensity, contactDensityBeforeLockdown, contactDensityAfterLockdown, startLD, endLD, \ @@ -208,10 +207,8 @@ cdef class BirthDeathModel: self.totalSusceptible[pn] = 1000000 self.susceptible[pn, 0] = 1000000 - # self.tree = np.zeros(1, dtype=np.int64) - # self.tree_pop = np.zeros(1, dtype=np.int64) - self.tree = np.zeros((1, 1), dtype=np.int64) - self.tree_pop = np.zeros((1, 1), dtype=np.int64) + self.tree = np.zeros(1, dtype=np.int64) + self.tree_pop = np.zeros(1, dtype=np.int64) #Init propensities self.PropensitiesMigr = np.zeros((self.popNum, self.popNum, self.susNum, self.hapNum), dtype=float) @@ -338,7 +335,6 @@ cdef class BirthDeathModel: self.effectiveMigration[pn1, pn2] += self.migrationRates[pn1, pn3] * self.migrationRates[pn2, pn3] * \ self.contactDensity[pn3] / self.actualSizes[pn3] if self.effectiveMigration[pn1, pn2] > maxEffectiveMigration[pn2]: - # if pn1 != pn2 and self.effectiveMigration[pn1, pn2] > maxEffectiveMigration[pn2]: maxEffectiveMigration[pn2] = self.effectiveMigration[pn1, pn2] maxEffectiveBirth = 0.0 @@ -413,7 +409,7 @@ cdef class BirthDeathModel: for i in range(attempts): self.seed = RndmWrapper(seed=(self.user_seed, i)) if self.totalRate+self.totalMigrationRate != 0.0 and self.globalInfectious != 0: - while (self.events.ptr= n1: - n2 += 1 - id1 = liveBranchesS[e_population][e_haplotype][n1] - id2 = liveBranchesS[e_population][e_haplotype][n2] - id3 = ptrTreeAndTime - liveBranchesS[e_population][e_haplotype][n1] = id3 - liveBranchesS[e_population][e_haplotype][n2] = liveBranchesS[e_population][e_haplotype][lbs-1] - liveBranchesS[e_population][e_haplotype].pop_back() - # self.tree[id1] = id3 - # self.tree[id2] = id3 - # self.tree[ptrTreeAndTime] = -1 - # self.tree_pop[ptrTreeAndTime] = e_population - self.tree[id1, 0] = id3 - self.tree[id2, 0] = id3 - self.tree[ptrTreeAndTime, 0] = -1 - self.tree_pop[ptrTreeAndTime, 0] = e_population - self.times[ptrTreeAndTime] = e_time - ptrTreeAndTime += 1 - self.infectious[e_population, self.hapToNum[e_haplotype]] -= 1 - - #TODO - # if e_newPopulation != self.hapNum: - # lbs1 = liveBranchesS[e_population][e_newPopulation].size() - # lbs1_e = self.infectious[e_population, self.hapToNum[e_newPopulation]] - # p = float(lbs1) * (float(lbs1) - 1.0)/ float(lbs1_e) / (float(lbs1_e) - 1.0) - # if self.seed.uniform() < p: - # n1 = int(floor( lbs1 * self.seed.uniform() )) - # n2 = int(floor( (lbs1 - 1) * self.seed.uniform() )) - # if n2 >= n1: - # n2 += 1 - # id1 = liveBranchesS[e_population][e_newPopulation][n1] - # id2 = liveBranchesS[e_population][e_newPopulation][n2] - # id3 = ptrTreeAndTime - # liveBranchesS[e_population][e_newPopulation][n1] = id3 - # liveBranchesS[e_population][e_newPopulation][n2] = liveBranchesS[e_population][e_newPopulation][lbs-1] - # liveBranchesS[e_population][e_newPopulation].pop_back() - # # self.tree[id1] = id3 - # # self.tree[id2] = id3 - # # self.tree[ptrTreeAndTime] = -1 - # # self.tree_pop[ptrTreeAndTime] = e_population - # self.tree[id1, 1] = id3 - # self.tree[id2, 1] = id3 - # self.tree[ptrTreeAndTime, 1] = -1 - # self.tree_pop[ptrTreeAndTime, 1] = e_population - # # self.rec.AddRecombination(posRecomb) - # self.infectious[e_population, self.hapToNum[e_newPopulation]] -= 1 + print('Birth') + if e_newPopulation == self.hapNum: + lbs = liveBranchesS[e_population][e_haplotype].size() + lbs_e = self.infectious[e_population, self.hapToNum[e_haplotype]] + p = float(lbs) * float(lbs - 1.0) / float(lbs_e) / float(lbs_e - 1.0) + if self.seed.uniform() < p: + n1 = int(floor( lbs*self.seed.uniform() )) + n2 = int(floor( (lbs-1)*self.seed.uniform() )) + if n2 >= n1: + n2 += 1 + + self.tree[liveBranchesS[e_population][e_haplotype][n1]] = ptrTreeAndTime + self.tree[liveBranchesS[e_population][e_haplotype][n2]] = ptrTreeAndTime + self.tree[ptrTreeAndTime] = -1 + self.tree_pop[ptrTreeAndTime] = e_population + self.times[ptrTreeAndTime] = e_time + + liveBranchesS[e_population][e_haplotype][n1] = ptrTreeAndTime + liveBranchesS[e_population][e_haplotype][n2] = liveBranchesS[e_population][e_haplotype][lbs-1] + liveBranchesS[e_population][e_haplotype].pop_back() + ptrTreeAndTime += 1 + self.infectious[e_population, self.hapToNum[e_haplotype]] -= 1 + else: + print('Recomb') + nhi = self.rec.get_next_recombination() + # print(nhi) + lbs_1 = liveBranchesS[e_population][nhi].size() + # print(lbs_1) + if self.seed.uniform() < lbs_1 / self.infectious[e_population, self.hapToNum[nhi]]: + print('1_') + n_1 = int(floor(lbs_1 * self.seed.uniform())) + # print(n_1) + node_1 = liveBranchesS[e_population][nhi][n_1] + self.tree[node_1] = ptrTreeAndTime + self.tree_pop[ptrTreeAndTime] = e_population + self.times[ptrTreeAndTime] = e_time + + liveBranchesS[e_population][nhi][n_1] = liveBranchesS[e_population][nhi][lbs_1 - 1] + liveBranchesS[e_population][nhi].pop_back() + # self.infectious[e_population, self.hapToNum[nhi]] -= 1 + + # print(liveBranchesS[e_population][nhi]) + + lbs_2 = liveBranchesS[e_population][e_haplotype].size() + # print('2_') + p_1 = self.seed.uniform() < lbs_2 / self.infectious[e_population, self.hapToNum[e_haplotype]] + if p_1: + # print('3_') + n_2 = int(floor(lbs_2 * self.seed.uniform())) + self.tree[liveBranchesS[e_population][e_haplotype][n_2]] = ptrTreeAndTime + + liveBranchesS[e_population][e_haplotype][n_2] = liveBranchesS[e_population][e_haplotype][lbs_2 - 1] + liveBranchesS[e_population][e_haplotype].pop_back() + # self.infectious[e_population, self.hapToNum[nhi]] -= 1 + # self.tree[ptrTreeAndTime] = -1 + # liveBranchesS[e_population][e_haplotype].push_back(ptrTreeAndTime) + ptrTreeAndTime += 1 + + # print(liveBranchesS[e_population][nhi]) + self.rec.AddBranch(self.currentTime, node_1, ptrTreeAndTime) + lbs_3 = liveBranchesS[e_population][e_newPopulation].size() + # print('4_') + p_2 = self.seed.uniform() < lbs_3 / self.infectious[e_population, self.hapToNum[e_newPopulation]] + if p_2: + # if self.seed.uniform() < lbs_3 / self.infectious[e_population, self.hapToNum[e_newPopulation]]: + # print('5_') + n_3 = int(floor(lbs_3 * self.seed.uniform())) + self.tree[liveBranchesS[e_population][e_newPopulation][n_3]] = ptrTreeAndTime + + liveBranchesS[e_population][e_newPopulation][n_3] = liveBranchesS[e_population][e_newPopulation][lbs_3 - 1] + liveBranchesS[e_population][e_newPopulation].pop_back() + # self.infectious[e_population, self.hapToNum[nhi]] -= 1 + self.tree[ptrTreeAndTime - 1] = -1 + liveBranchesS[e_population][e_haplotype].push_back(ptrTreeAndTime - 1) + self.tree[ptrTreeAndTime] = -1 + liveBranchesS[e_population][e_newPopulation].push_back(ptrTreeAndTime) + ptrTreeAndTime += 1 + # if p_1: + # self.infectious[e_population, self.hapToNum[nhi]] += 1 + # if p_2: + # self.infectious[e_population, self.hapToNum[nhi]] += 1 + + self.infectious[e_population, self.hapToNum[nhi]] -= 1 + print(liveBranchesS[e_population][nhi]) + print('End') elif e_type_ == DEATH: self.infectious[e_population, self.hapToNum[e_haplotype]] += 1 elif e_type_ == SAMPLING: + print('Sample') self.infectious[e_population, self.hapToNum[e_haplotype]] += 1 liveBranchesS[e_population][e_haplotype].push_back( ptrTreeAndTime ) - # self.tree[ptrTreeAndTime] = -1 - # self.tree_pop[ptrTreeAndTime] = e_population - self.tree[ptrTreeAndTime, 0] = -1 - self.tree_pop[ptrTreeAndTime, 0] = e_population + self.tree[ptrTreeAndTime] = -1 + self.tree_pop[ptrTreeAndTime] = e_population self.times[ptrTreeAndTime] = e_time ptrTreeAndTime += 1 elif e_type_ == MUTATION: @@ -966,14 +1046,10 @@ cdef class BirthDeathModel: liveBranchesS[e_population][e_haplotype][ns] = id3 liveBranchesS[e_newPopulation][e_haplotype][nt] = liveBranchesS[e_newPopulation][e_haplotype][lbs-1] liveBranchesS[e_newPopulation][e_haplotype].pop_back() - # self.tree[idt] = id3 - # self.tree[ids] = id3 - # self.tree[ptrTreeAndTime] = -1 - # self.tree_pop[ptrTreeAndTime] = e_population - self.tree[idt, 0] = id3 - self.tree[ids, 0] = id3 - self.tree[ptrTreeAndTime, 0] = -1 - self.tree_pop[ptrTreeAndTime, 0] = e_population + self.tree[idt] = id3 + self.tree[ids] = id3 + self.tree[ptrTreeAndTime] = -1 + self.tree_pop[ptrTreeAndTime] = e_population self.times[ptrTreeAndTime] = e_time ptrTreeAndTime += 1 self.mig.AddMigration(idt, e_time, e_population, e_newPopulation) @@ -1022,14 +1098,14 @@ cdef class BirthDeathModel: liveBranchesS[me_population][me_haplotype].pop_back() liveBranchesS[me_population][me_haplotype][n2] = liveBranchesS[me_population][me_haplotype][lbs-2] liveBranchesS[me_population][me_haplotype].pop_back() - # self.tree[id1] = id3 - # self.tree[id2] = id3 - # self.tree[ptrTreeAndTime] = -1 - # self.tree_pop[ptrTreeAndTime] = me_population - self.tree[id1, 0] = id3 - self.tree[id2, 0] = id3 - self.tree[ptrTreeAndTime, 0] = -1 - self.tree_pop[ptrTreeAndTime, 0] = me_population + self.tree[id1] = id3 + self.tree[id2] = id3 + self.tree[ptrTreeAndTime] = -1 + self.tree_pop[ptrTreeAndTime] = me_population + # self.tree[id1, 0] = id3 + # self.tree[id2, 0] = id3 + # self.tree[ptrTreeAndTime, 0] = -1 + # self.tree_pop[ptrTreeAndTime, 0] = me_population self.times[ptrTreeAndTime] = me_time ptrTreeAndTime += 1 lbs -= 2 @@ -1041,10 +1117,10 @@ cdef class BirthDeathModel: for i in range(me_num): #liveBranchesS[me_population][me_haplotype].push_back( ptrTreeAndTime ) newLineages[me_population][me_haplotype].push_back( ptrTreeAndTime ) - # self.tree[ptrTreeAndTime] = -1 - # self.tree_pop[ptrTreeAndTime] = me_population - self.tree[ptrTreeAndTime, 0] = -1 - self.tree_pop[ptrTreeAndTime, 0] = me_population + self.tree[ptrTreeAndTime] = -1 + self.tree_pop[ptrTreeAndTime] = me_population + # self.tree[ptrTreeAndTime, 0] = -1 + # self.tree_pop[ptrTreeAndTime, 0] = me_population self.times[ptrTreeAndTime] = me_time ptrTreeAndTime += 1 elif me_type_ == MUTATION: @@ -1090,14 +1166,14 @@ cdef class BirthDeathModel: liveBranchesS[me_newPopulation][me_haplotype][nt] = liveBranchesS[me_newPopulation][me_haplotype][lbs-1] liveBranchesS[me_newPopulation][me_haplotype].pop_back() newLineages[me_population][me_haplotype].push_back( id3 ) - # self.tree[idt] = id3 - # self.tree[ids] = id3 - # self.tree[ptrTreeAndTime] = -1 - # self.tree_pop[ptrTreeAndTime] = me_population - self.tree[idt, 0] = id3 - self.tree[ids, 0] = id3 - self.tree[ptrTreeAndTime, 0] = -1 - self.tree_pop[ptrTreeAndTime, 0] = me_population + self.tree[idt] = id3 + self.tree[ids] = id3 + self.tree[ptrTreeAndTime] = -1 + self.tree_pop[ptrTreeAndTime] = me_population + # self.tree[idt, 0] = id3 + # self.tree[ids, 0] = id3 + # self.tree[ptrTreeAndTime, 0] = -1 + # self.tree_pop[ptrTreeAndTime, 0] = me_population self.times[ptrTreeAndTime] = me_time ptrTreeAndTime += 1 self.mig.AddMigration(idt, me_time, me_population, me_newPopulation) @@ -1129,11 +1205,9 @@ cdef class BirthDeathModel: print("_________________________________") sys.exit(0) for i in range(self.sCounter * 2 - 2): - # if self.tree_pop[self.tree[i]] != self.tree_pop[i]: - # self.mig.AddMigration(i, self.times[i], self.tree_pop[self.tree[i]], self.tree_pop[i]) - - if self.tree_pop[self.tree[i, 0], 0] != self.tree_pop[i, 0]: - self.mig.AddMigration(i, self.times[i], self.tree_pop[self.tree[i, 0], 0], self.tree_pop[i, 0]) + if self.tree_pop[self.tree[i]] != self.tree_pop[i]: + self.mig.AddMigration(i, self.times[i], self.tree_pop[self.tree[i]], self.tree_pop[i]) +# #for i in range(self.sCounter * 2 - 1): # print(self.tree[i], end=" ") @@ -1148,23 +1222,19 @@ cdef class BirthDeathModel: def print_basic_parameters(self): - print("*****************") - print("***Basic rates***") - print("*****************") table = PrettyTable() - field = ["H", "TR", "RR", "SR", "ST"] for s in range(self.sites): - field.append("M" + str(s)) - field.append("MW" + str(s)) + field.append(f"M{s}") + field.append(f"MW{s}") table.field_names = field - for hn in range(self.currentHapNum): - list = ["\n" + self.calculate_string_from_haplotype(hn), "\n" + str(self.bRate[hn]), "\n" + str(self.dRate[hn]), "\n" + \ - str(self.sRate[hn]), "\n" + str(self.suscType[hn])] + for hn in range(self.hapNum): + elements = ["\n" + self.calculate_string_from_haplotype(hn), f"\n{self.bRate[hn]}", f"\n{self.dRate[hn]}", f"\n{self.sRate[hn]}", \ + f"\n{self.suscType[hn]}"] for s in range(self.sites): - list.append("\n" + str(self.mRate[hn, s])) - list.append(self.calculate_colored_haplotype(hn, s)) - table.add_row(list) + elements.append(f"\n{self.mRate[hn, s]}") + elements.append(self.calculate_colored_haplotype(hn, s)) + table.add_row(elements) print(table) print("Legend:") @@ -1174,8 +1244,8 @@ cdef class BirthDeathModel: print("SR - sampling rate") print("ST - susceptibility type") for s in range(self.sites): - print("M" + str(s) + " - " + str(s) + " mutation rate") - print("MW" + str(s) + " - " + str(s) + " mutation weights") + print(f"M{s} - {s} mutation rate") + print(f"MW{s} - {s} mutation weights") print() def GetCurrentIndividuals(self): @@ -1209,135 +1279,120 @@ cdef class BirthDeathModel: return [current_susceptible, current_infectious] - def print_populations(self): - current_susceptible, current_infectious = self.GetCurrentIndividuals() + def print_populations(self, population, susceptibles, infectious, migration): + if susceptibles or infectious: + current_susceptible, current_infectious = self.GetCurrentIndividuals() - print("*****************") - print("***Populations***") - print("*****************") - table_populations = PrettyTable() - - table_populations.field_names = ["ID", "Size", 'Actual size', "CD",'CDBLC', "CDALD", "SLD", "ELD", "SM"] - for pn in range(self.popNum): - table_populations.add_row([pn, self.sizes[pn], self.actualSizes[pn], self.contactDensity[pn], \ - self.contactDensityBeforeLockdown[pn], self.contactDensityAfterLockdown[pn], self.startLD[pn], self.endLD[pn], \ - self.samplingMultiplier[pn]]) - - print(table_populations) - print("Legend:") - print("ID - number of population") - print("Size - size of population") - print("Actual size - actual size of population") - print("CD - contact density") - print("CDBLD - contact density without lockdown") - print("CDALD - contact density at lockdown") - print("SLD - start of lockdown") - print("ELD - end of lockdown") - print("SM - sampling multiplier") - print() - - print("*****************") - print("***Susceptible***") - print("*****************") - table_susceptible = PrettyTable() - - field = ["ST\\ID"] - for pn in range(self.popNum): - field.append(pn) - for sn in range(self.susNum): - row = [sn] + if population: + table_populations = PrettyTable() + table_populations.field_names = ["ID", "Size", 'Actual size', "CD",'CDBLC', "CDALD", "SLD", "ELD", "SM"] for pn in range(self.popNum): - row.append(current_susceptible[pn][sn]) - table_susceptible.add_row(row) - table_susceptible.field_names = field - - print(table_susceptible) - print("Legend:") - print("ID - ID population") - print("ST - susceptibility type") - print() - - print("****************") - print("***Infectious***") - print("****************") - table_infectious = PrettyTable() + table_populations.add_row([pn, self.sizes[pn], self.actualSizes[pn], self.contactDensity[pn], \ + self.contactDensityBeforeLockdown[pn], self.contactDensityAfterLockdown[pn], self.startLD[pn], self.endLD[pn], \ + self.samplingMultiplier[pn]]) + + print(table_populations) + print("Legend:") + print("ID - number of population") + print("Size - size of population") + print("Actual size - actual size of population") + print("CD - contact density") + print("CDBLD - contact density without lockdown") + print("CDALD - contact density at lockdown") + print("SLD - start of lockdown") + print("ELD - end of lockdown") + print("SM - sampling multiplier") + print() - field = ["H\\ID"] - for pn in range(self.popNum): - field.append(pn) - for hn in range(self.hapNum): - row = [self.calculate_string_from_haplotype(hn)] + if susceptibles: + table_susceptible = PrettyTable() + field = ["ST\\ID"] for pn in range(self.popNum): - row.append(current_infectious[pn][hn]) - table_infectious.add_row(row) - table_infectious.field_names = field - - print(table_infectious) - print("Legend:") - print("ID - ID population") - print("H - haplotype") - print() - - print("**********************") - print("***Migration matrix***") - print("**********************") - table_migration = PrettyTable() + field.append(pn) + table_susceptible.field_names = field + for sn in range(self.susNum): + row = [sn] + for pn in range(self.popNum): + row.append(current_susceptible[pn][sn]) + table_susceptible.add_row(row) + + print(table_susceptible) + print("Legend:") + print("ID - ID population") + print("ST - susceptibility type") + print() - field = ["S\\T"] - for pn1 in range(self.popNum): - field.append(pn1) - row = [pn1] - for pn2 in range(self.popNum): - row.append(self.migrationRates[pn1, pn2]) - table_migration.add_row(row) - table_migration.field_names = field + if infectious: + table_infectious = PrettyTable() + field = ["H\\ID"] + for pn in range(self.popNum): + field.append(pn) + table_infectious.field_names = field + for hn in range(self.hapNum): + row = [self.calculate_string_from_haplotype(hn)] + for pn in range(self.popNum): + row.append(current_infectious[pn][hn]) + table_infectious.add_row(row) + + print(table_infectious) + print("Legend:") + print("ID - ID population") + print("H - haplotype") + print() - print(table_migration) - print("Legend:") - print("S - ID source population") - print("T - ID target population") - print() + if migration: + table_migration = PrettyTable() + field = ["S\\T"] + for pn in range(self.popNum): + field.append(pn) + table_migration.field_names = field + for pn1 in range(self.popNum): + row = [pn1] + for pn2 in range(self.popNum): + row.append(self.migrationRates[pn1, pn2]) + table_migration.add_row(row) - def print_immunity_model(self): - print("********************") - print("***Immunity model***") - print("********************") - table_immunity = PrettyTable() + print(table_migration) + print("Legend:") + print("S - ID source population") + print("T - ID target population") + print() - field = ["H\\ST"] - for sn in range(self.susNum): - field.append("S" + str(sn)) - table_immunity.field_names = field - for hn in range(self.currentHapNum): - row = [self.calculate_string_from_haplotype(hn)] + def print_immunity_model(self, immunity, transition): + if immunity: + table_immunity = PrettyTable() + field = ["H\\ST"] for sn in range(self.susNum): - row.append(self.susceptibility[hn, sn]) - table_immunity.add_row(row) - - print(table_immunity) - print("Legend:") - print("H - haplotype") - print("ST - susceptibility type") - print() + field.append(f"S{sn}") + table_immunity.field_names = field + for hn in range(self.currentHapNum): + row = [self.calculate_string_from_haplotype(hn)] + for sn in range(self.susNum): + row.append(self.susceptibility[hn, sn]) + table_immunity.add_row(row) - print("*******************************") - print("***Immunity transition rates***") - print("*******************************") - table_immunity_transition = PrettyTable() + print(table_immunity) + print("Legend:") + print("H - haplotype") + print("ST - susceptibility type") + print() - field = ["ID"] - for sn1 in range(self.susNum): - field.append(sn1) - row = [sn1] - for sn2 in range(self.susNum): - row.append(self.suscepTransition[sn1, sn2]) - table_immunity_transition.add_row(row) - table_immunity_transition.field_names = field + if transition: + table_immunity_transition = PrettyTable() + field = ["ID"] + for sn in range(self.susNum): + field.append(sn) + table_immunity_transition.field_names = field + for sn1 in range(self.susNum): + row = [sn1] + for sn2 in range(self.susNum): + row.append(self.suscepTransition[sn1, sn2]) + table_immunity_transition.add_row(row) - print(table_immunity_transition) - print("Legend:") - print("ID - ID susceptibility type") - print() + print(table_immunity_transition) + print("Legend:") + print("ID - ID susceptibility type") + print() def print_mutations(self): print('nodeId\tDS\tAS\tsite\ttime') @@ -1363,18 +1418,14 @@ cdef class BirthDeathModel: def calculate_index(self, index, edge): if isinstance(index, str): haplotypes = [index] + letters = ['A', 'T', 'C', 'G'] for s in range(self.sites): for i in range(len(haplotypes)): haplotype_old = haplotypes[i] if haplotype_old[s] == "*": - index = haplotype_old.replace("*", "A", 1) - haplotypes.append(index) - index = haplotype_old.replace("*", "T", 1) - haplotypes.append(index) - index = haplotype_old.replace("*", "C", 1) - haplotypes.append(index) - index = haplotype_old.replace("*", "G", 1) - haplotypes.append(index) + for j in letters: + index = haplotype_old.replace("*", j, 1) + haplotypes.append(index) for i in range(len(haplotypes)-1, -1, -1): if haplotypes[i].count("*") != 0: haplotypes.remove(haplotypes[i]) @@ -2125,14 +2176,14 @@ cdef class BirthDeathModel: tc.populations.add_row(None) for i in range(2 * self.sCounter - 2): - tc.edges.add_row(0.0, self.genome_length, self.tree[i, 0], i) + tc.edges.add_row(0.0, self.genome_length, self.tree[i], i) child_or_parent = [1 for _ in range(2 * self.sCounter - 1)] for i in range(2 * self.sCounter - 2): - child_or_parent[self.tree[i, 0]] = 0 + child_or_parent[self.tree[i]] = 0 for i in range(2 * self.sCounter - 1): - tc.nodes.add_row(child_or_parent[i], self.times[0] - self.times[i], self.tree_pop[i, 0]) + tc.nodes.add_row(child_or_parent[i], self.times[0] - self.times[i], self.tree_pop[i]) for i in range(self.sites): if self.sitesPosition[i] == 0: @@ -2740,7 +2791,6 @@ cdef class BirthDeathModel: @cython.boundscheck(False) @cython.wraparound(False) cdef void UpdateCompartmentCounts_tau(self): - #TODO not write events with 0 num cdef Py_ssize_t event_num, pn, spn, tpn, hn, sn, ssn, tsn, s, i #Migrations diff --git a/src/_interface.py b/src/_interface.py index 781294e..198b3ae 100644 --- a/src/_interface.py +++ b/src/_interface.py @@ -7,6 +7,33 @@ import time class Simulator: + """ + The class which creates and runs simulations. + + :param number_of_sites: the number of mutable sites + :type number_of_sites: int + + :param populations_number: the number of populations (demes) + :type populations_number: int + + :param number_of_susceptible_groups: the number of susceptible groups (groups with different immunity response) + :type number_of_susceptible_groups: int + + :param seed: seed to generate simulation from. If **None**, then chosen at random + :type seed: float or None + + :param sampling_probability: whether we set sampling probability as a share of recovered individuals (**True** value) or we will set it explicitly. Default is **False**. + :type sampling_probability: bool or None + + :param memory_optimization: if True, then memory optimization is conducted (useful for large number of possible haplotypes) + :type memory_optimization: bool or None + + :param genome_length: + :type genome_length: int + + :param recombination_probability: + :type recombination_probability: float + """ def __init__(self, number_of_sites=0, populations_number=1, number_of_susceptible_groups=1, seed=None, \ sampling_probability=False, memory_optimization=False, genome_length=int(1e6), recombination_probability=0.0): self.fig = None @@ -20,13 +47,41 @@ def __init__(self, number_of_sites=0, populations_number=1, number_of_susceptibl def print_basic_parameters(self): + """ + This methods prints the basic parameters of the epidemiological model. + """ self.simulation.print_basic_parameters() - def print_populations(self): - self.simulation.print_populations() + def print_populations(self, population=True, susceptibles=True, infectious=True, migration=True): + """ + This methods prints parameters of the population model. + + :param population: print informations about populations. + :type population: bool + + :param susceptibles: print informations about susceptibles. + :type susceptibles: bool + + :param infectious: print informations about infectious. + :type infectious: bool + + :param migration: print informations about migration. + :type migration: bool + """ + self.simulation.print_populations(population=population, susceptibles=susceptibles, infectious=infectious, \ + migration=migration) + + def print_immunity_model(self, immunity=True, transition=True): + """ + This methods prints the basic parameters of the immunity model. + + :param immunity: print informations about immunity. + :type immunity: bool - def print_immunity_model(self): - self.simulation.print_immunity_model() + :param transition: print informations about immunity transition. + :type transition: bool + """ + self.simulation.print_immunity_model(immunity, transition) def print_mutations(self): self.simulation.print_mutations() @@ -34,13 +89,39 @@ def print_mutations(self): def print_migrations(self): self.simulation.print_migrations() - def print_all(self, basic_parameters=True, populations=True, immunity_model=True): + def print_all(self, basic_parameters=False, population=False, susceptible=False, infectious=False, migration=False, \ + immunity_model=False, immunity=False, transition=False): + """ + This methods prints all the parameters of the simulation. + + :param basic_parameters: whether to output the basic parameters of the epidemiological model. + :type basic_parameters: bool + + :param population: print informations about populations. + :type population: bool + + :param susceptibles: print informations about susceptibles. + :type susceptibles: bool + + :param infectious: print informations about infectious. + :type infectious: bool + + :param migration: print informations about migration. + :type migration: bool + + :param immunity: print informations about immunity. + :type immunity: bool + + :param transition: print informations about immunity transition. + :type transition: bool + """ if basic_parameters: self.simulation.print_basic_parameters() - if populations: - self.simulation.print_populations() - if immunity_model: - self.simulation.print_immunity_model() + if population or susceptible or infectious or migration: + self.simulation.print_populations(population=population, susceptibles=susceptibles, infectious=infectious, \ + migration=migration) + if immunity or transition: + self.simulation.print_immunity_model(immunity=immunity, transition=transition) def get_indexes_from_haplotype(self, haplotype): @@ -114,6 +195,17 @@ def transmission_rate(self): return self.simulation.transmission_rate def set_transmission_rate(self, rate, haplotype=None): + """ + .. _Wikipedia: https://en.wikipedia.org/wiki/Compartmental_models_in_epidemiology + + Transmission rate is the the expected number of new infections from a single infected individual per time unit in the beginning of the epidemics when all but one of the hosts are susceptible. See `Wikipedia`_ - that is parameter beta in SIR model. + + :param rate: transmission rate value. + :type rate: float + + :param haplotype: haplotypes for which the new value is being set. `See for details `_. + :type haplotype: int(0 or 4) or string('T*' or 'AC') or int and string list([0, 4, 'T*']) or None + """ self.simulation.set_transmission_rate(rate, haplotype) @property @@ -121,6 +213,17 @@ def recovery_rate(self): return self.simulation.recovery_rate def set_recovery_rate(self, rate, haplotype=None): + """ + .. _Wikipedia: https://en.wikipedia.org/wiki/Compartmental_models_in_epidemiology + + Recovery rate is the inverse of the expected recovery time - non-negative float value. See `Wikipedia`_ - that is parameter gamma in SIR model. + + :param rate: recovery rate value. + :type rate: float + + :param haplotype:haplotypes for which the new value is being set. `See for details `_. + :type haplotype: int(0 or 4) or string('T*' or 'AC') or int and string list([0, 4, 'T*']) or None + """ self.simulation.set_recovery_rate(rate, haplotype) @property @@ -128,6 +231,15 @@ def sampling_rate(self): return self.simulation.sampling_rate def set_sampling_rate(self, rate, haplotype=None): + """ + Sampling rate: the rate at which infected individuals are sampled. The genealogy will be generated only for these samples. Alternatively, if *sampling_probability* is **True**, it will specify the fraction of recovered individuals which are sampled. + + :param rate: sampling rate value. + :type rate: float + + :param haplotype: haplotypes for which the new value is being set. `See for details `_. + :type haplotype: int(0 or 4) or string('T*' or 'AC') or int and string list([0, 4, 'T*']) or None + """ self.simulation.set_sampling_rate(rate, haplotype) @property @@ -135,6 +247,18 @@ def mutation_rate(self): return self.simulation.mutation_rate def set_mutation_rate(self, rate, haplotype=None, mutation=None): + """ + This method allows setting the mutation rate. + + :param rate: mutation rate value (None would not change the old value). + :type rate: float or None + + :param haplotype: haplotypes for which the new value is being set. `See for details `_. + :type haplotype: int(0 or 4) or string('T*' or 'AC') or int and string list([0, 4, 'T*']) or None + + :param mutation: the id of position on the haplotype where mutation arises. + :type mutation: int or None + """ self.simulation.set_mutation_rate(rate, haplotype, mutation) @property @@ -142,6 +266,18 @@ def mutation_probabilities(self): return self.simulation.mutation_probabilities def set_mutation_probabilities(self, probabilities, haplotype=None, mutation=None): + """ + This method allows setting the weights for each single nucleotide substitution (given the mutation happened). + + :param probabilities: weights of each single nucleotide substitution given mutation occured (None would not change the old values). `See for example `_. + :type probabilities: list of four non-negative integers or None + + :param haplotype: haplotypes for which the new value is being set. `See for details `_. + :type haplotype: int(0 or 4) or string('T*' or 'AC') or int and string list([0, 4, 'T*']) or None + + :param mutation: the id of position on the haplotype where mutation arises. + :type mutation: int or None + """ self.simulation.set_mutation_probabilities(probabilities, haplotype, mutation) @property @@ -157,6 +293,15 @@ def susceptibility_type(self): return self.simulation.susceptibility_type def set_susceptibility_type(self, susceptibility_type, haplotype=None): + """ + The type of immunity (or the susceptibility group) which an individual gets after being infected with a pathogen of a haplotype. + + :param susceptibility_type: immunity group id. + :type susceptibility_type: int + + :param haplotype: haplotypes for which the new value is being set. `See for details `_. + :type haplotype: int(0 or 4) or string('T*' or 'AC') or int and string list([0, 4, 'T*']) or None + """ self.simulation.set_susceptibility_type(susceptibility_type, haplotype) @property @@ -164,6 +309,18 @@ def susceptibility(self): return self.simulation.susceptibility def set_susceptibility(self, rate, haplotype=None, susceptibility_type=None): + """ + Susceptibility is a multiplicative modifier of the transmission rate based on the susceptible host immunity with a certain *susceptibility_type*. It can decrease or increase the transmission rate of a particular haplotype to the individuals of said *susceptibility_type*. + + :param rate: susceptibility value. + :type rate: float + + :param haplotype: haplotypes for which the new value is being set. `See for details `_. + :type haplotype: int(0 or 4) or string('T*' or 'AC') or int and string list([0, 4, 'T*']) or None + + :param susceptibility_type: immunity group id for which the new susceptibility value is being set. + :type susceptibility_type: int or None + """ self.simulation.set_susceptibility(rate, haplotype, susceptibility_type) @property @@ -171,6 +328,18 @@ def immunity_transition(self): return self.simulation.immunity_transition def set_immunity_transition(self, rate, source=None, target=None): + """ + The change of immunity without infection (e.g. due to vaccination or immunity loss with time). + + :param rate: transition rate value. + :type rate: float + + :param source: source immunity group id (None means that the new value will be set to all immunity groups as source). + :type source: int or None + + :param target: target immunity group id (None means that the new value will be set to all immunity groups as source). + :type target: int or None + """ self.simulation.set_immunity_transition(rate, source, target) @@ -179,6 +348,15 @@ def population_size(self): return self.simulation.population_size def set_population_size(self, size, population=None): + """ + Set the number of individuals in the population. + + :param size: total number of individuals in the population. + :type size: int + + :param population: population for which the new population size is being set (in case of None the value will be updated for all populations). + :type population: int or None + """ self.simulation.set_population_size(size, population) @property @@ -186,6 +364,15 @@ def contact_density(self): return self.simulation.contact_density def set_contact_density(self, value, population=None): + """ + The relative number of contacts per time units. + + :param value: contact density value. + :type value: float + + :param population: population for which the new contact density size is being set (in case of None the value will be updated for all populations). + :type population: int or None + """ self.simulation.set_contact_density(value, population) @property @@ -193,6 +380,15 @@ def npi(self): return self.simulation.npi def set_npi(self, parameters, population=None): + """ + Setting conditions when lockdown in a population is imposed and lifted with the certain contact density during the lockdown. + + :param parameters: list with three elements: contact density value during lockdown, fraction of infectious population when the lockdown is set, fraction of infectious population when lockdown is lifted. + :type parameters: list of length 3 with float values + + :param population: population for which the lockdown parameters are being set (in case of None the value will be updated for all populations). + :type population: int or None + """ self.simulation.set_npi(parameters, population) @property @@ -200,6 +396,15 @@ def sampling_multiplier(self): return self.simulation.sampling_multiplier def set_sampling_multiplier(self, multiplier, population=None): + """ + The relative sampling in the population (multiplicative modifier). Sampling rate of each haplotype is modified by this factor. + + :param value: sampling multiplier value. + :type value: float + + :param population: population for which the new sampling multiplier is being set (in case of None the value will be updated for all populations). + :type population: int or None + """ self.simulation.set_sampling_multiplier(multiplier, population) @property @@ -207,9 +412,27 @@ def migration_probability(self): return self.simulation.migration_probability def set_migration_probability(self, probability, source=None, target=None): + """ + The probability that an individual from the population source is travelling to the population target. + + :param probability: probability of migration value. + :type probability: float + + :param source: source population with infectious individual (None means that the new value will be set to all populations as source). + :type source: int or None + + :param target: target population with infectious individual (None means that the new value will be set to all populations as source). + :type target: int or None + """ self.simulation.set_migration_probability(probability, source, target) def set_total_migration_probability(self, total_probability): + """ + The probability that an individual from the population source is travelling to the population target. + + :param total_probability: if True, all the entries (except for the diagonal element) of row corresponding to source population is filled with probabilitie/(K-1). That represents individual travelling out of its population to a random destination. + :type total_probability: bool + """ self.simulation.set_total_migration_probability(total_probability) @property @@ -217,6 +440,21 @@ def susceptible(self): return self.simulation.susceptible def set_susceptible(self, amount, source_type, target_type, population=None): + """ + The method allows moving susceptible individuals between susceptibility groups. + + :param amount: the number of individuals to be moved. + :type amount: int + + :param source_type: source susceptibility group from which individuals are moved. + :type source_type: int + + :param target_type: target susceptibility group into which individuals are moved. + :type target_type: int + + :param population: population for which the new value is being set (in case of None the value will be updated for all populations). + :type population: int or None + """ self.simulation.set_susceptible(amount, source_type, target_type, population) @property @@ -224,41 +462,93 @@ def infectious(self): return self.simulation.infectious def set_infectious(self, amount, source_type, target_haplotype, population=None): - self.simulation.set_infectious(amount, source_type, target_haplotype, population) + """ + The method allows moving individuals from susceptibility group to target haplotype. + :param amount: the number of individuals to be moved. + :type amount: int - def set_SIS_model(self, number_of_sites=0, populations_number=1, number_of_susceptible_groups=1, seed=None, \ - sampling_probability=False, memory_optimization=False, genome_length=int(1e6), recombination_probability=0.0): - pass + :param source_type: source susceptibility group from which individuals are moved. + :type source_type: int - def set_SIR_model(self, number_of_sites=0, populations_number=1, number_of_susceptible_groups=1, seed=None, \ - sampling_probability=False, memory_optimization=False, genome_length=int(1e6), recombination_probability=0.0): - pass + :param target_haplotype: target haplotype into which individuals are moved. + :type target_haplotype: int(0 or 4) or string('T*' or 'AC') + :param population: population for which the new value is being set (in case of None the value will be updated for all populations). + :type population: int or None + """ + self.simulation.set_infectious(amount, source_type, target_haplotype, population) def set_chain_events(self, file_name): + """ + Allows to import chain of events directly from the .npy file + + :param file_name: a name of the file (without the .npy extension) + :type file_name: str + """ self.simulation.set_chain_events(file_name) def set_settings(self, file_template): + """ + Currently is a placeholder and does nothing. Do not include in actual docs until it does something. + """ self.simulation.set_settings(file_template) def set_state(self, file_template): + """ + Calls set_chain_events and set_setting. Now identical to set_events. Do not include in docs until it starts to differ. + """ self.set_chain_events(file_template) self.set_settings(file_template) # def export_newick всё что в файлы это export def export_newick(self, file_template=None, file_path = None): + """ + Exports the result of simulation in the newick format. + + :param file_template: template for the file name + :type file_template: str + + :param file_path: path to output file + :type file_path: str + """ pruferSeq, times, mut, populations = self.simulation.output_tree_mutations() writeGenomeNewick(pruferSeq, times, populations, file_template, file_path) def export_mutations(self, file_template=None, file_path = None): + """ + Exports the information about all mutations + + :param file_template: template for the file name + :type file_template: str + + :param file_path: path to output file + :type file_path: str + """ pruferSeq, times, mut, populations = self.simulation.output_tree_mutations() writeMutations(mut, len(pruferSeq), file_template, file_path) def export_migrations(self, file_template=None, file_path = None): + """ + Exports the information about all migrations + + :param file_template: template for the file name + :type file_template: str + + :param file_path: path to output file + :type file_path: str + """ self.simulation.export_migrations(file_template, file_path) def output_sample_data(self, output_print=False): + """ + Show all information about sampling, time, place, etc. + + :param output_print: if *Thue*, it outputs data about each sample to the console. Data includes time of sampling, population and haplotype of sampled individual. + :type output_print: bool + + :return: 3 lists with times, population ids and haplotypes of the sampled individuals + """ time, pop, hap = self.simulation.output_sample_data() if output_print: return time, pop, hap @@ -268,18 +558,42 @@ def output_sample_data(self, output_print=False): print(hap) def output_epidemiology_timelines(self, step=1000, output_file=False): + """ + Records simulation state changes over some period of time. + + :param step: a number of steps which split the epidemiology timelines. + :type step: str + + :param output_file: if **True**, the timeline is written in the output file + :type output_file: bool + """ if output_file: self.simulation.output_epidemiology_timelines(step, output_file) else: return self.simulation.output_epidemiology_timelines(step, output_file) def export_chain_events(self, file_name="chain_events"): + """ + Exports event chain. + + :param file_name: file name for the output + :param file_name: str + """ self.simulation.export_chain_events(file_name) def export_settings(self, file_template="parameters"): + """ + Exports settings. + + :param file_template: file name for the output + :param file_template: str + """ self.simulation.export_settings(file_template) def export_state(self): + """ + Exports event chain and settings. + """ self.output_chain_events() self.output_settings() @@ -291,13 +605,59 @@ def get_tree(self): def get_data_susceptible(self, population, susceptibility_type, step_num): # returns susceptible, time_points, lockdowns + """ + Returns the list with the amount of sucseptible individuals over some period of time. + + :param population: population to retrieve data from + :type population: int + + :param susceptibility_type: susceptibility type to retrieve data from + :type susceptibility_type: int + + :param step_num: number of steps which split the epidemiology timeline. + :type step_num: int + + :return: 3 lists - amounts of susceptible individuals on the time points, time points themselves at which we retrieve amounts of individuals, and lockdowns data for the current epidemiology + """ return self.simulation.get_data_susceptible(population, susceptibility_type, step_num) def get_data_infectious(self, population, haplotype, step_num): # returns infections, sample, time_points, lockdowns + """ + Returns the list with the amount of infectious individuals over some period of time. + + :param population: population to retrieve data from + :type population: int + + :param haplotype: haplotype to retrieve data from + :type haplotype: int + + :param step_num: number of steps which split the epidemiology timeline + :type step_num: int + + :return: 3 lists - amounts of infectious individuals on the time points, time points themselves at which we retrieve amounts of individuals, and lockdowns data for the current epidemiology + """ return self.simulation.get_data_infectious(population, haplotype, step_num) def add_plot_infectious(self, population, haplotype, step_num=100, label_infectious=None, label_samples=None): + """ + Add to plot the trajectories of the change of the number of infectious individuals over time. + + :param population: population id for the plot + :type population: int + + :param haplotype: haplotype for the plot + :type haplotype: int or str + + :param step_num: number of steps which split the epidemiology timeline + :type step_num: int + + :param label_infectious: the label for the infectious plot + :type label_infectious: str or None + + :param label_samples: the label for the samples plot + :type label_samples: str or None + """ if self.fig == None: self.fig, self.ax = plt.subplots(figsize=(8, 6)) self.ax.set_ylabel('Number of samples') @@ -315,6 +675,24 @@ def add_plot_infectious(self, population, haplotype, step_num=100, label_infecti print("#TODO") def plot_infectious(self, population, haplotype, step_num, label_infectious, label_samples): + """ + Creates plots for infectious and sampled individuals. + + :param population: population id for the plot + :type population: int + + :param haplotype: haplotype for the plot + :type haplotype: int or str + + :param step_num: number of steps which split the epidemiology timeline + :type step_num: int + + :param label_infectious: the label for the infectious plot in the plot legend + :type label_infectious: str + + :param label_samples: the label for the samples plot in the plot legend + :type label_samples: str + """ infections, sample, time_points, lockdowns = self.simulation.get_data_infectious(population, haplotype, step_num) if label_infectious == None: self.ax_2.plot(time_points, infections, label='Infectious pop:' + str(population) + ' hap:' + self.simulation.calculate_string(haplotype)) @@ -348,6 +726,21 @@ def plot_infectious(self, population, haplotype, step_num, label_infectious, lab plt.fill_between(time_points[point:pointEnd+1], infections[point:pointEnd+1], alpha=0.2) def add_plot_susceptible(self, population, susceptibility_type, step_num=100, label_susceptible=None): + """ + Add to plot the trajectories of the change of the number of susceptible individuals over time. + + :param population: population id for the plot + :type population: int + + :param haplotype: haplotype for the plot + :type haplotype: int or str + + :param step_num: number of steps which split the epidemiology timeline + :type step_num: int + + :param label: the label for the susceptible plot + :type label: str + """ if self.fig == None: self.fig, self.ax = plt.subplots(figsize=(8, 6)) self.ax.set_ylabel('Number of samples') @@ -381,6 +774,9 @@ def add_plot_susceptible(self, population, susceptibility_type, step_num=100, la plt.fill_between(time_points[point:pointEnd+1], susceptible[point:pointEnd+1], alpha=0.2) def add_legend(self): + """ + Add legend to the plot. + """ lines_1, labels_1 = self.ax.get_legend_handles_labels() lines_2, labels_2 = self.ax_2.get_legend_handles_labels() lines = lines_1 + lines_2 @@ -388,9 +784,18 @@ def add_legend(self): self.ax.legend(lines, labels, loc=0) def add_title(self, name="Plot"): + """ + Add plot title. + + :param name: the title for the plot + :type name: str + """ self.ax.set_title(name) def plot(self, name_file=None): + """ + Show plot with all the trajectories added by other methods. + """ if name_file: plt.savefig(name_file) else: @@ -399,6 +804,22 @@ def plot(self, name_file=None): def simulate(self, iterations=1000, sample_size=None, epidemic_time=-1, method='direct', attempts=200): + """ + This methods performs the simulation. The simulation interrupts when either one of the following conditions is satisfied: the number of iterations equals *iterations*, the number of collected samples equals *sample_size*, ot the total virtual time of the epidemic exceeds *time* + It can be called multiple times, changes of most parameters are allowed between simulation runs. + + :param iterations: maximal number of iterations. + :type iterations: int + + :param sample_size: desired sample size. + :type sample_size: int or None + + :param epidemic_time: virtual (model) time to be simulated. + :type epidemic_time: float or None + + :param method: 'direct' for the exact algorithm, 'tau' for tau-leaping approximated algorithm. + :type method: string + """ if sample_size is None: sample_size = iterations if epidemic_time is None: @@ -415,27 +836,55 @@ def simulate(self, iterations=1000, sample_size=None, epidemic_time=-1, method=' print("Unknown method. Choose between 'direct' and 'tau'.") def genealogy(self, seed=None): + """ + Generates a genealogy based on the chain of events generated during all the instances of simulate() method. + + :param seed: seed value (None for random seed). + :type seed: int or None + """ start_time = time.time() self.simulation.GetGenealogy(seed) - print("Getting genealogy time:", time.time() - start_time) + print(f"Getting genealogy time:{time.time() - start_time}") def print_recomb(self, left, right): self.simulation.print_recomb(left, right) + def print_chain(self): + self.simulation.print_chain() + + def print_tree(self): + self.simulation.print_tree() + def citation(self): + """ + Prints a citation of the paper in the console + """ print("VGsim: scalable viral genealogy simulator for global pandemic") print("Vladimir Shchur, Vadim Spirin, Dmitry Sirotkin, EvgeniBurovski, Nicola De Maio, Russell Corbett-Detig") print("medRxiv 2021.04.21.21255891; doi: https://doi.org/10.1101/2021.04.21.21255891") def debug(self): + """ + Returns all of the available information about simulation. Mainly used for the debug purposes. Not documented. + """ + self.simulation.Debug() def get_proportion(self): + """ + Used for paper preparation. Not documented. + """ return self.simulation.get_proportion() def print_counters(self): + """ + Used for paper preparation. Not documented. + """ self.simulation.PrintCounters() def print_propensities(self): + """ + Used for paper preparation. Not documented. + """ self.simulation.PrintPropensities() diff --git a/src/models.pxi b/src/models.pxi index 562d570..dc40fc8 100644 --- a/src/models.pxi +++ b/src/models.pxi @@ -1,3 +1,5 @@ +from libcpp.map cimport map + cdef class Mutations: cdef: vector[Py_ssize_t] nodeId, AS, DS, site @@ -68,29 +70,26 @@ cdef class Lockdowns: cdef class Recombination: cdef: - vector[Py_ssize_t] positions - # vector[Py_ssize_t] positions, hi1s, hi2s - # vector[double] times + map[double, Py_ssize_t] positions, time + map[Py_ssize_t, Py_ssize_t] branch + vector[Py_ssize_t] haplotypes - vector[Py_ssize_t] idevents, his, hi2s, nhis, posRecombs + Py_ssize_t counter def __init__(self): - pass + self.counter = 0 @cython.boundscheck(False) @cython.wraparound(False) - cdef void AddRecombination_forward(self, Py_ssize_t Id, Py_ssize_t hi, Py_ssize_t hi2, Py_ssize_t posRecomb, Py_ssize_t nhi): - self.idevents.push_back(Id) - self.his.push_back(hi) - self.hi2s.push_back(hi2) - self.nhis.push_back(nhi) - self.posRecombs.push_back(posRecomb) + cdef void AddRecombination(self, double time, Py_ssize_t position, Py_ssize_t haplotype): + self.positions[time] = position + self.haplotypes.push_back(haplotype) + + cdef Py_ssize_t get_next_recombination(self): + self.counter += 1 + return self.haplotypes[self.counter - 1] + + cdef void AddBranch(self, double time, Py_ssize_t child, Py_ssize_t parent): + self.time[time] = parent + self.branch[child] = parent - @cython.boundscheck(False) - @cython.wraparound(False) - cdef void AddRecombination(self, Py_ssize_t position): - # cdef void AddRecombination(self, Py_ssize_t position, Py_ssize_t hi1, Py_ssize_t hi2, double time): - self.positions.push_back(position) - # self.hi1s.push_back(hi1) - # self.hi2s.push_back(hi2) - # self.times.push_back(time) diff --git a/testing/example.py b/testing/example.py index bd3b2da..2a1b5ef 100644 --- a/testing/example.py +++ b/testing/example.py @@ -16,7 +16,7 @@ #Set mutation rates mutation_rate=0.00003 substitution_weights=[1,1,1,2]#ATCG -simulator.set_mutation_rate(mutation_rate, substitution_weights) +simulator.set_mutation_rate(mutation_rate, haplotype='G*', mutation=1) simulator.set_mutation_rate(3*mutation_rate, haplotype='G*', mutation=1) #Set host immunity types triggered by infection @@ -68,15 +68,15 @@ os.mkdir('example_output') os.chdir('example_output') -#Generate a plot with epidemiological curves -simulator.add_plot_infectious(population=0, haplotype='AA', step_num=100) -simulator.add_plot_infectious(population=1, haplotype='AA', step_num=100) -simulator.add_plot_infectious(population=2, haplotype='AA', step_num=100) -simulator.add_title(name="AA haplotype") -simulator.add_legend() -simulator.plot('plot') +# #Generate a plot with epidemiological curves +# simulator.add_plot_infectious(population=0, haplotype='AA', step_num=100) +# simulator.add_plot_infectious(population=1, haplotype='AA', step_num=100) +# simulator.add_plot_infectious(population=2, haplotype='AA', step_num=100) +# simulator.add_title(name="AA haplotype") +# simulator.add_legend() +# simulator.plot('plot') #Save the genealogy with mutations and migrations -simulator.output_newick() -simulator.output_mutations('mutations') -simulator.output_migrations('migrations') +simulator.export_newick() +simulator.export_mutations('mutations') +simulator.export_migrations('migrations') From 07d1a1e0f1726506928c6382dffddbb7665fc173 Mon Sep 17 00:00:00 2001 From: spirinvadim <61345894+spirinvadim@users.noreply.github.com> Date: Mon, 22 May 2023 15:27:21 +0300 Subject: [PATCH 4/6] Updated recombination --- src/_BirthDeath.pyx | 415 ++++++++++++++++++-------------------------- src/models.pxi | 8 +- 2 files changed, 173 insertions(+), 250 deletions(-) diff --git a/src/_BirthDeath.pyx b/src/_BirthDeath.pyx index bb7a438..4b0bd78 100644 --- a/src/_BirthDeath.pyx +++ b/src/_BirthDeath.pyx @@ -33,7 +33,8 @@ cdef class BirthDeathModel: bint first_simulation, sampling_probability, memory_optimization Py_ssize_t user_seed, sites, hapNum, currentHapNum, maxHapNum, addMemoryNum, popNum, susNum, bCounter, dCounter, sCounter, \ - mCounter, iCounter, swapLockdown, migPlus, migNonPlus, globalInfectious, countsPerStep, good_attempt, genome_length + mCounter, iCounter, swapLockdown, migPlus, migNonPlus, globalInfectious, countsPerStep, good_attempt, genome_length, \ + ptrTreeAndTime double currentTime, totalRate, totalMigrationRate, rn, tau_l, recombination, SuperSpreadRate Events events @@ -45,7 +46,7 @@ cdef class BirthDeathModel: npy_int64[::1] suscType, sizes, totalSusceptible, totalInfectious, lockdownON, hapToNum, numToHap, sitesPosition npy_int64[::1] tree, tree_pop - npy_int64[:,::1] susceptible, infectious, initial_susceptible, initial_infectious + npy_int64[:,::1] susceptible, infectious, initial_susceptible, initial_infectious, save_infectious double[::1] bRate, dRate, sRate, tmRate, maxEffectiveBirthMigration, suscepCumulTransition, immunePopRate, infectPopRate, \ popRate, migPopRate, actualSizes, contactDensity, contactDensityBeforeLockdown, contactDensityAfterLockdown, startLD, endLD, \ @@ -68,9 +69,14 @@ cdef class BirthDeathModel: vector[double] super_spread_rate vector[Py_ssize_t] super_spread_left, super_spread_right, super_spread_pop + vector[vector[vector[Py_ssize_t]]] liveBranchesS, newLineages + def __init__(self, number_of_sites, populations_number, number_of_susceptible_groups, seed, sampling_probability, \ memory_optimization, genome_length, recombination_probability): + cdef: + vector[vector[Py_ssize_t]] vecint2 + vector[Py_ssize_t] vecint1 self.check_amount(seed, 'seed', zero=False) self.user_seed = seed self.seed = RndmWrapper(seed=(self.user_seed, 0)) @@ -182,6 +188,7 @@ cdef class BirthDeathModel: self.susceptible = np.zeros((self.popNum, self.susNum), dtype=np.int64) self.initial_susceptible = np.zeros((self.popNum, self.susNum), dtype=np.int64) self.initial_infectious = np.zeros((self.popNum, self.hapNum), dtype=np.int64) + self.save_infectious = np.zeros((self.popNum, self.hapNum), dtype=np.int64) self.maxEffectiveBirthMigration = np.zeros(self.popNum, dtype=float) self.suscepCumulTransition = np.zeros(self.susNum, dtype=float) @@ -232,6 +239,14 @@ cdef class BirthDeathModel: self.infectiousDelta = np.zeros((self.popNum, self.hapNum), dtype=np.int64) self.susceptibleDelta = np.zeros((self.popNum, self.susNum), dtype=np.int64) + self.ptrTreeAndTime = 0 + for pn in range(self.popNum): + self.liveBranchesS.push_back(vecint2) + self.newLineages.push_back(vecint2) + for hn in range(self.hapNum): + self.liveBranchesS[pn].push_back(vecint1) + self.newLineages[pn].push_back(vecint1) + @cython.boundscheck(False) @cython.wraparound(False) @@ -390,14 +405,6 @@ cdef class BirthDeathModel: return self.bRate[self.numToHap[hi]] * ps - # for sn in range(self.susNum): - # self.susceptHapPopRate[pi, hi, sn] = self.susceptible[pi, sn] * self.susceptibility[self.numToHap[hi], sn] - # for pn in range(self.popNum): - # ps += self.susceptHapPopRate[pi, hi, sn] * self.effectiveMigration[pi, pn] - - # return self.bRate[self.numToHap[hi], cn] * ps - - @cython.boundscheck(False) @cython.wraparound(False) cpdef void SimulatePopulation(self, Py_ssize_t iterations, Py_ssize_t sample_size, float time, Py_ssize_t attempts): @@ -423,6 +430,8 @@ cdef class BirthDeathModel: self.good_attempt = i+1 break + self.SaveInfectious() + if self.totalRate == 0.0 or self.globalInfectious == 0: print('Simulation finished because no infections individuals remain!') if self.events.ptr>=self.events.size: @@ -515,6 +524,7 @@ cdef class BirthDeathModel: pi = self.SuperSpreadEvent() return pi + # Итоговая версия GenerateEvent # @cython.boundscheck(False) # @cython.wraparound(False) # cdef Py_ssize_t GenerateEvent(self): @@ -637,33 +647,6 @@ cdef class BirthDeathModel: self.bCounter += 1 - # def print_recomb(self, left, right): - # for i in range(left, right): - # print('hi(', self.calculate_string_from_haplotype(self.rec.his[i]), ') = ', self.rec.his[i], \ - # ', hi2(', self.calculate_string_from_haplotype(self.rec.hi2s[i]), ') = ', self.rec.hi2s[i], \ - # ', nhi(', self.calculate_string_from_haplotype(self.rec.nhis[i]), ') = ', self.rec.nhis[i], \ - # ', pos = ', self.rec.posRecombs[i], sep='') - - # @cython.cdivision(True) - # cdef Py_ssize_t calculate_recombination_haplotype(Py_ssize_t hi1, Py_ssize_t hi2, Py_ssize_t posRecomb): - # nhi = 0 - # for s in range(self.sites): - # if self.sitesPosition[s] < posRecomb: - # nhi += 4**(self.sites-s-1)*int(floor(hi/4**(self.sites-s-1)) % 4) - # else: - # nhi += 4**(self.sites-s-1)*int(floor(hi2/4**(self.sites-s-1)) % 4) - # return nhi - - def print_chain(self): - for i in range(self.events.ptr): - print(f'type - {self.events.types[i]}, haplotypes - {self.events.haplotypes[i]}, populations - {self.events.populations[i]}, newHaplotypes - {self.events.newHaplotypes[i]}, newPopulations - {self.events.newPopulations[i]}, time - {self.events.times[i]}') - - def print_tree(self): - for i in range(2 * self.sCounter - 1 + self.rec.haplotypes.size()): - print(self.tree[i], end=' ') - print(self.rec.branch) - - @cython.boundscheck(False) @cython.wraparound(False) cdef void Death(self, Py_ssize_t pi, Py_ssize_t hi, bint add_event = True): # hi - program number @@ -684,6 +667,7 @@ cdef class BirthDeathModel: self.sCounter += 1 self.events.AddEvent(self.currentTime, SAMPLING, self.numToHap[hi], pi, self.suscType[self.numToHap[hi]], 0) + # Всё готово, нужно только поменять # @cython.boundscheck(False) # @cython.wraparound(False) # cdef void Recovery(self, Py_ssize_t pi, Py_ssize_t hi, Py_ssize_t ci, bint sampling): # hi - program number @@ -845,6 +829,13 @@ cdef class BirthDeathModel: self.CheckLockdown(pn) self.UpdateAllRates() + @cython.boundscheck(False) + @cython.wraparound(False) + cdef void SaveInfectious(self): + for pn in range(self.popNum): + for hn in range(self.hapNum): + self.save_infectious[pn, hn] = self.infectious[pn, hn] + @cython.boundscheck(False) @cython.wraparound(False) @cython.cdivision(True) @@ -852,9 +843,9 @@ cdef class BirthDeathModel: cdef: Py_ssize_t ptrTreeAndTime, n1, n2, id1, id2, id3, lbs, lbs_e, ns, nt, idt, ids, lbss, propNum double p, p1 - vector[vector[vector[Py_ssize_t]]] liveBranchesS, newLineages - vector[vector[Py_ssize_t]] vecint2 - vector[Py_ssize_t] vecint1 + # vector[vector[vector[Py_ssize_t]]] liveBranchesS, newLineages + # vector[vector[Py_ssize_t]] vecint2 + # vector[Py_ssize_t] vecint1 npy_int64[:,::1] liveBranches double e_time, me_time @@ -874,56 +865,29 @@ cdef class BirthDeathModel: if seed is not None: self.seed = RndmWrapper(seed=(seed, 0)) - ptrTreeAndTime = 0 - self.tree = np.zeros(2 * self.sCounter - 1 + self.rec.haplotypes.size(), dtype=np.int64) - self.tree_pop = np.zeros(2 * self.sCounter - 1 + self.rec.haplotypes.size(), dtype=np.int64) - self.times = np.zeros(2 * self.sCounter - 1 + self.rec.haplotypes.size(), dtype=float) + self.ptrTreeAndTime = 0 + self.rec.counter = self.rec.haplotypes.size() + self.tree = np.zeros(2 * self.sCounter - 1 + 2 * self.rec.haplotypes.size(), dtype=np.int64) + self.tree_pop = np.zeros(2 * self.sCounter - 1 + 2 * self.rec.haplotypes.size(), dtype=np.int64) + self.times = np.zeros(2 * self.sCounter - 1 + 2 * self.rec.haplotypes.size(), dtype=float) - for i in range( self.popNum ): - liveBranchesS.push_back(vecint2) - for _ in range( self.hapNum ): - liveBranchesS[i].push_back(vecint1) - - for i in range( self.popNum ): - newLineages.push_back(vecint2) - for _ in range( self.hapNum ): - newLineages[i].push_back(vecint1) - - for i in range( self.popNum ): - for j in range( self.hapNum ): - self.infectiousDelta[i, j] = 0 + self.rec.UpdateBranch() + for pn in range(self.popNum): + for hn in range(self.hapNum): + self.infectiousDelta[pn, hn] = 0 + self.infectious[pn, hn] = self.save_infectious[pn, hn] - print('Start') for e_id in range(self.events.ptr-1, -1, -1): # this event - print("infectious(mutable)----") - for pn in range(self.popNum): - for hn in range(self.currentHapNum): - print(self.infectious[pn, hn], end=" ") - print() - print('sampling(mutable)----') - for pn in range(self.popNum): - print(liveBranchesS[pn][0]) - # for hn in range(self.currentHapNum): - # print(liveBranchesS[pn][hn]) - # print() - print() e_time = self.events.times[e_id] e_type_ = self.events.types[e_id] e_haplotype = self.events.haplotypes[e_id] e_population = self.events.populations[e_id] e_newHaplotype = self.events.newHaplotypes[e_id] e_newPopulation = self.events.newPopulations[e_id] - # print('event') - # print(e_type_) - # print(e_haplotype) - # print(e_population) - # print(e_newHaplotype) - # print(e_newPopulation) if e_type_ == BIRTH: - print('Birth') if e_newPopulation == self.hapNum: - lbs = liveBranchesS[e_population][e_haplotype].size() + lbs = self.liveBranchesS[e_population][e_haplotype].size() lbs_e = self.infectious[e_population, self.hapToNum[e_haplotype]] p = float(lbs) * float(lbs - 1.0) / float(lbs_e) / float(lbs_e - 1.0) if self.seed.uniform() < p: @@ -932,131 +896,91 @@ cdef class BirthDeathModel: if n2 >= n1: n2 += 1 - self.tree[liveBranchesS[e_population][e_haplotype][n1]] = ptrTreeAndTime - self.tree[liveBranchesS[e_population][e_haplotype][n2]] = ptrTreeAndTime - self.tree[ptrTreeAndTime] = -1 - self.tree_pop[ptrTreeAndTime] = e_population - self.times[ptrTreeAndTime] = e_time + self.tree[self.liveBranchesS[e_population][e_haplotype][n1]] = self.ptrTreeAndTime + self.tree[self.liveBranchesS[e_population][e_haplotype][n2]] = self.ptrTreeAndTime + self.tree[self.ptrTreeAndTime] = -1 + self.tree_pop[self.ptrTreeAndTime] = e_population + self.times[self.ptrTreeAndTime] = e_time - liveBranchesS[e_population][e_haplotype][n1] = ptrTreeAndTime - liveBranchesS[e_population][e_haplotype][n2] = liveBranchesS[e_population][e_haplotype][lbs-1] - liveBranchesS[e_population][e_haplotype].pop_back() - ptrTreeAndTime += 1 + self.liveBranchesS[e_population][e_haplotype][n1] = self.ptrTreeAndTime + self.liveBranchesS[e_population][e_haplotype][n2] = self.liveBranchesS[e_population][e_haplotype][lbs-1] + self.liveBranchesS[e_population][e_haplotype].pop_back() + self.ptrTreeAndTime += 1 self.infectious[e_population, self.hapToNum[e_haplotype]] -= 1 else: - print('Recomb') nhi = self.rec.get_next_recombination() - # print(nhi) - lbs_1 = liveBranchesS[e_population][nhi].size() - # print(lbs_1) + lbs_1 = self.liveBranchesS[e_population][nhi].size() if self.seed.uniform() < lbs_1 / self.infectious[e_population, self.hapToNum[nhi]]: - print('1_') n_1 = int(floor(lbs_1 * self.seed.uniform())) - # print(n_1) - node_1 = liveBranchesS[e_population][nhi][n_1] - self.tree[node_1] = ptrTreeAndTime - self.tree_pop[ptrTreeAndTime] = e_population - self.times[ptrTreeAndTime] = e_time - - liveBranchesS[e_population][nhi][n_1] = liveBranchesS[e_population][nhi][lbs_1 - 1] - liveBranchesS[e_population][nhi].pop_back() - # self.infectious[e_population, self.hapToNum[nhi]] -= 1 - - # print(liveBranchesS[e_population][nhi]) - - lbs_2 = liveBranchesS[e_population][e_haplotype].size() - # print('2_') - p_1 = self.seed.uniform() < lbs_2 / self.infectious[e_population, self.hapToNum[e_haplotype]] - if p_1: - # print('3_') - n_2 = int(floor(lbs_2 * self.seed.uniform())) - self.tree[liveBranchesS[e_population][e_haplotype][n_2]] = ptrTreeAndTime - - liveBranchesS[e_population][e_haplotype][n_2] = liveBranchesS[e_population][e_haplotype][lbs_2 - 1] - liveBranchesS[e_population][e_haplotype].pop_back() - # self.infectious[e_population, self.hapToNum[nhi]] -= 1 - # self.tree[ptrTreeAndTime] = -1 - # liveBranchesS[e_population][e_haplotype].push_back(ptrTreeAndTime) - ptrTreeAndTime += 1 - - # print(liveBranchesS[e_population][nhi]) - self.rec.AddBranch(self.currentTime, node_1, ptrTreeAndTime) - lbs_3 = liveBranchesS[e_population][e_newPopulation].size() - # print('4_') - p_2 = self.seed.uniform() < lbs_3 / self.infectious[e_population, self.hapToNum[e_newPopulation]] - if p_2: - # if self.seed.uniform() < lbs_3 / self.infectious[e_population, self.hapToNum[e_newPopulation]]: - # print('5_') - n_3 = int(floor(lbs_3 * self.seed.uniform())) - self.tree[liveBranchesS[e_population][e_newPopulation][n_3]] = ptrTreeAndTime - - liveBranchesS[e_population][e_newPopulation][n_3] = liveBranchesS[e_population][e_newPopulation][lbs_3 - 1] - liveBranchesS[e_population][e_newPopulation].pop_back() - # self.infectious[e_population, self.hapToNum[nhi]] -= 1 - self.tree[ptrTreeAndTime - 1] = -1 - liveBranchesS[e_population][e_haplotype].push_back(ptrTreeAndTime - 1) - self.tree[ptrTreeAndTime] = -1 - liveBranchesS[e_population][e_newPopulation].push_back(ptrTreeAndTime) - ptrTreeAndTime += 1 - # if p_1: - # self.infectious[e_population, self.hapToNum[nhi]] += 1 - # if p_2: - # self.infectious[e_population, self.hapToNum[nhi]] += 1 - + node_1 = self.liveBranchesS[e_population][nhi][n_1] + self.tree[node_1] = self.ptrTreeAndTime + self.rec.AddBranch(self.currentTime, node_1, self.ptrTreeAndTime) + self.tree_pop[self.ptrTreeAndTime] = e_population + self.times[self.ptrTreeAndTime] = e_time + self.liveBranchesS[e_population][nhi][n_1] = self.liveBranchesS[e_population][nhi][lbs_1 - 1] + self.liveBranchesS[e_population][nhi].pop_back() + self.infectious[e_population, self.hapToNum[nhi]] -= 1 + + p_1 = self.calculate_parent(e_population, e_haplotype) + self.ptrTreeAndTime += 1 + p_2 = self.calculate_parent(e_population, e_newPopulation) + + self.add_parent(e_population, e_haplotype, self.ptrTreeAndTime - 1, p_1) + self.add_parent(e_population, e_newPopulation, self.ptrTreeAndTime, p_2) + + self.infectious[e_population, self.hapToNum[nhi]] += 1 + self.ptrTreeAndTime += 1 self.infectious[e_population, self.hapToNum[nhi]] -= 1 - print(liveBranchesS[e_population][nhi]) - print('End') elif e_type_ == DEATH: self.infectious[e_population, self.hapToNum[e_haplotype]] += 1 elif e_type_ == SAMPLING: - print('Sample') self.infectious[e_population, self.hapToNum[e_haplotype]] += 1 - liveBranchesS[e_population][e_haplotype].push_back( ptrTreeAndTime ) - self.tree[ptrTreeAndTime] = -1 - self.tree_pop[ptrTreeAndTime] = e_population - self.times[ptrTreeAndTime] = e_time - ptrTreeAndTime += 1 + self.liveBranchesS[e_population][e_haplotype].push_back( self.ptrTreeAndTime ) + self.tree[self.ptrTreeAndTime] = -1 + self.tree_pop[self.ptrTreeAndTime] = e_population + self.times[self.ptrTreeAndTime] = e_time + self.ptrTreeAndTime += 1 elif e_type_ == MUTATION: - lbs = liveBranchesS[e_population][e_newHaplotype].size() + lbs = self.liveBranchesS[e_population][e_newHaplotype].size() p = float(lbs)/self.infectious[e_population, e_newHaplotype] if self.seed.uniform() < p: n1 = int(floor( lbs*self.seed.uniform() )) - id1 = liveBranchesS[e_population][e_newHaplotype][n1] - liveBranchesS[e_population][e_newHaplotype][n1] = liveBranchesS[e_population][e_newHaplotype][lbs-1] - liveBranchesS[e_population][e_newHaplotype].pop_back() - liveBranchesS[e_population][e_haplotype].push_back(id1) + id1 = self.liveBranchesS[e_population][e_newHaplotype][n1] + self.liveBranchesS[e_population][e_newHaplotype][n1] = self.liveBranchesS[e_population][e_newHaplotype][lbs-1] + self.liveBranchesS[e_population][e_newHaplotype].pop_back() + self.liveBranchesS[e_population][e_haplotype].push_back(id1) self.mut.AddMutation(id1, e_haplotype, e_newHaplotype, e_time) self.infectious[e_population, e_newHaplotype] -= 1 self.infectious[e_population, e_haplotype] += 1 elif e_type_ == SUSCCHANGE: pass elif e_type_ == MIGRATION: - lbs = liveBranchesS[e_newPopulation][e_haplotype].size() + lbs = self.liveBranchesS[e_newPopulation][e_haplotype].size() p = float(lbs)/self.infectious[e_newPopulation, e_haplotype] if self.seed.uniform() < p: nt = int(floor( lbs*self.seed.uniform() )) - lbss = liveBranchesS[e_population][e_haplotype].size() + lbss = self.liveBranchesS[e_population][e_haplotype].size() p1 = float(lbss)/self.infectious[e_population, e_haplotype] if self.seed.uniform() < p1: ns = int(floor( lbss*self.seed.uniform() )) - idt = liveBranchesS[e_newPopulation][e_haplotype][nt] - ids = liveBranchesS[e_population][e_haplotype][ns] - id3 = ptrTreeAndTime - liveBranchesS[e_population][e_haplotype][ns] = id3 - liveBranchesS[e_newPopulation][e_haplotype][nt] = liveBranchesS[e_newPopulation][e_haplotype][lbs-1] - liveBranchesS[e_newPopulation][e_haplotype].pop_back() + idt = self.liveBranchesS[e_newPopulation][e_haplotype][nt] + ids = self.liveBranchesS[e_population][e_haplotype][ns] + id3 = self.ptrTreeAndTime + self.liveBranchesS[e_population][e_haplotype][ns] = id3 + self.liveBranchesS[e_newPopulation][e_haplotype][nt] = self.liveBranchesS[e_newPopulation][e_haplotype][lbs-1] + self.liveBranchesS[e_newPopulation][e_haplotype].pop_back() self.tree[idt] = id3 self.tree[ids] = id3 - self.tree[ptrTreeAndTime] = -1 - self.tree_pop[ptrTreeAndTime] = e_population - self.times[ptrTreeAndTime] = e_time - ptrTreeAndTime += 1 + self.tree[self.ptrTreeAndTime] = -1 + self.tree_pop[self.ptrTreeAndTime] = e_population + self.times[self.ptrTreeAndTime] = e_time + self.ptrTreeAndTime += 1 self.mig.AddMigration(idt, e_time, e_population, e_newPopulation) else: - liveBranchesS[e_population][e_haplotype].push_back(liveBranchesS[e_newPopulation][e_haplotype][nt]) - liveBranchesS[e_newPopulation][e_haplotype][nt] = liveBranchesS[e_newPopulation][e_haplotype][lbs-1] - liveBranchesS[e_newPopulation][e_haplotype].pop_back() + self.liveBranchesS[e_population][e_haplotype].push_back(self.liveBranchesS[e_newPopulation][e_haplotype][nt]) + self.liveBranchesS[e_newPopulation][e_haplotype][nt] = self.liveBranchesS[e_newPopulation][e_haplotype][lbs-1] + self.liveBranchesS[e_newPopulation][e_haplotype].pop_back() self.infectious[e_newPopulation, e_haplotype] -= 1 elif e_type_ == MULTITYPE: for me_id in range(e_haplotype, e_population): @@ -1069,7 +993,7 @@ cdef class BirthDeathModel: me_newPopulation = self.multievents.newPopulations[me_id] if me_type_ == BIRTH: - lbs = liveBranchesS[me_population][me_haplotype].size() + lbs = self.liveBranchesS[me_population][me_haplotype].size() lbs_e = self.infectious[me_population, me_haplotype] if me_num == 0 or lbs == 0: mt_ev_num = 0 @@ -1081,33 +1005,29 @@ cdef class BirthDeathModel: n2 = int(floor( (lbs-1)*self.seed.uniform() )) if n2 >= n1: n2 += 1 - id1 = liveBranchesS[me_population][me_haplotype][n1] - id2 = liveBranchesS[me_population][me_haplotype][n2] - id3 = ptrTreeAndTime - newLineages[me_population][me_haplotype].push_back(id3) + id1 = self.liveBranchesS[me_population][me_haplotype][n1] + id2 = self.liveBranchesS[me_population][me_haplotype][n2] + id3 = self.ptrTreeAndTime + self.newLineages[me_population][me_haplotype].push_back(id3) if n1 == lbs-1:#TODO: need to check if we really need these if and elif. Most likely - no! - liveBranchesS[me_population][me_haplotype].pop_back() - liveBranchesS[me_population][me_haplotype][n2] = liveBranchesS[me_population][me_haplotype][lbs-2] - liveBranchesS[me_population][me_haplotype].pop_back() + self.liveBranchesS[me_population][me_haplotype].pop_back() + self.liveBranchesS[me_population][me_haplotype][n2] = self.liveBranchesS[me_population][me_haplotype][lbs-2] + self.liveBranchesS[me_population][me_haplotype].pop_back() elif n2 == lbs-1: - liveBranchesS[me_population][me_haplotype].pop_back() - liveBranchesS[me_population][me_haplotype][n1] = liveBranchesS[me_population][me_haplotype][lbs-2] - liveBranchesS[me_population][me_haplotype].pop_back() + self.liveBranchesS[me_population][me_haplotype].pop_back() + self.liveBranchesS[me_population][me_haplotype][n1] = self.liveBranchesS[me_population][me_haplotype][lbs-2] + self.liveBranchesS[me_population][me_haplotype].pop_back() else: - liveBranchesS[me_population][me_haplotype][n1] = liveBranchesS[me_population][me_haplotype][lbs-1] - liveBranchesS[me_population][me_haplotype].pop_back() - liveBranchesS[me_population][me_haplotype][n2] = liveBranchesS[me_population][me_haplotype][lbs-2] - liveBranchesS[me_population][me_haplotype].pop_back() + self.liveBranchesS[me_population][me_haplotype][n1] = self.liveBranchesS[me_population][me_haplotype][lbs-1] + self.liveBranchesS[me_population][me_haplotype].pop_back() + self.liveBranchesS[me_population][me_haplotype][n2] = self.liveBranchesS[me_population][me_haplotype][lbs-2] + self.liveBranchesS[me_population][me_haplotype].pop_back() self.tree[id1] = id3 self.tree[id2] = id3 - self.tree[ptrTreeAndTime] = -1 - self.tree_pop[ptrTreeAndTime] = me_population - # self.tree[id1, 0] = id3 - # self.tree[id2, 0] = id3 - # self.tree[ptrTreeAndTime, 0] = -1 - # self.tree_pop[ptrTreeAndTime, 0] = me_population - self.times[ptrTreeAndTime] = me_time - ptrTreeAndTime += 1 + self.tree[self.ptrTreeAndTime] = -1 + self.tree_pop[self.ptrTreeAndTime] = me_population + self.times[self.ptrTreeAndTime] = me_time + self.ptrTreeAndTime += 1 lbs -= 2 self.infectiousDelta[me_population, me_haplotype] -= me_num elif me_type_ == DEATH: @@ -1115,27 +1035,23 @@ cdef class BirthDeathModel: elif me_type_ == SAMPLING: self.infectiousDelta[me_population, me_haplotype] += me_num for i in range(me_num): - #liveBranchesS[me_population][me_haplotype].push_back( ptrTreeAndTime ) - newLineages[me_population][me_haplotype].push_back( ptrTreeAndTime ) - self.tree[ptrTreeAndTime] = -1 - self.tree_pop[ptrTreeAndTime] = me_population - # self.tree[ptrTreeAndTime, 0] = -1 - # self.tree_pop[ptrTreeAndTime, 0] = me_population - self.times[ptrTreeAndTime] = me_time - ptrTreeAndTime += 1 + self.newLineages[me_population][me_haplotype].push_back( self.ptrTreeAndTime ) + self.tree[self.ptrTreeAndTime] = -1 + self.tree_pop[self.ptrTreeAndTime] = me_population + self.times[self.ptrTreeAndTime] = me_time + self.ptrTreeAndTime += 1 elif me_type_ == MUTATION: - lbs = liveBranchesS[me_population][me_newHaplotype].size() + lbs = self.liveBranchesS[me_population][me_newHaplotype].size() if me_num == 0 or lbs == 0: mt_ev_num = 0 else: mt_ev_num = random_hypergeometric(self.seed.rng, lbs, self.infectious[me_population, me_newHaplotype]-lbs, me_num) for i in range(mt_ev_num): n1 = int(floor( lbs*self.seed.uniform() )) - id1 = liveBranchesS[me_population][me_newHaplotype][n1] - liveBranchesS[me_population][me_newHaplotype][n1] = liveBranchesS[me_population][me_newHaplotype][lbs-1] - liveBranchesS[me_population][me_newHaplotype].pop_back() - #liveBranchesS[me_population][me_haplotype].push_back(id1) - newLineages[me_population][me_haplotype].push_back( id1 ) + id1 = self.liveBranchesS[me_population][me_newHaplotype][n1] + self.liveBranchesS[me_population][me_newHaplotype][n1] = self.liveBranchesS[me_population][me_newHaplotype][lbs-1] + self.liveBranchesS[me_population][me_newHaplotype].pop_back() + self.newLineages[me_population][me_haplotype].push_back( id1 ) self.mut.AddMutation(id1, me_haplotype, me_newHaplotype, me_time) lbs-=1 self.infectiousDelta[me_population, me_newHaplotype] -= me_num @@ -1143,47 +1059,41 @@ cdef class BirthDeathModel: elif me_type_ == SUSCCHANGE: pass elif me_type_ == MIGRATION: - lbs = liveBranchesS[me_newPopulation][me_haplotype].size() + lbs = self.liveBranchesS[me_newPopulation][me_haplotype].size() if me_num == 0 or lbs == 0: mt_ev_num = 0 else: mt_ev_num = random_hypergeometric(self.seed.rng, lbs, self.infectious[me_newPopulation, me_haplotype]-lbs, me_num) - #for i in range(mt_ev_num): - lbss = liveBranchesS[me_population][me_haplotype].size() + lbss = self.liveBranchesS[me_population][me_haplotype].size() if mt_ev_num == 0 or lbss == 0: mt_ev_num2 = 0 else: mt_ev_num2 = random_hypergeometric(self.seed.rng, lbss, self.infectious[me_population, me_haplotype]-lbss, mt_ev_num) - #print("me_num: ", me_num, "mt_ev_num: ", mt_ev_num, "mt_ev_num2: ", mt_ev_num2) for i in range(mt_ev_num2): nt = int(floor( lbs*self.seed.uniform() )) ns = int(floor( lbss*self.seed.uniform() )) - idt = liveBranchesS[me_newPopulation][me_haplotype][nt] - ids = liveBranchesS[me_population][me_haplotype][ns] - id3 = ptrTreeAndTime - liveBranchesS[me_population][me_haplotype][ns] = liveBranchesS[me_population][me_haplotype][ liveBranchesS[me_population][me_haplotype].size()-1 ] - liveBranchesS[me_population][me_haplotype].pop_back() - liveBranchesS[me_newPopulation][me_haplotype][nt] = liveBranchesS[me_newPopulation][me_haplotype][lbs-1] - liveBranchesS[me_newPopulation][me_haplotype].pop_back() - newLineages[me_population][me_haplotype].push_back( id3 ) + idt = self.liveBranchesS[me_newPopulation][me_haplotype][nt] + ids = self.liveBranchesS[me_population][me_haplotype][ns] + id3 = self.ptrTreeAndTime + self.liveBranchesS[me_population][me_haplotype][ns] = self.liveBranchesS[me_population][me_haplotype][ self.liveBranchesS[me_population][me_haplotype].size()-1 ] + self.liveBranchesS[me_population][me_haplotype].pop_back() + self.liveBranchesS[me_newPopulation][me_haplotype][nt] = self.liveBranchesS[me_newPopulation][me_haplotype][lbs-1] + self.liveBranchesS[me_newPopulation][me_haplotype].pop_back() + self.newLineages[me_population][me_haplotype].push_back( id3 ) self.tree[idt] = id3 self.tree[ids] = id3 - self.tree[ptrTreeAndTime] = -1 - self.tree_pop[ptrTreeAndTime] = me_population - # self.tree[idt, 0] = id3 - # self.tree[ids, 0] = id3 - # self.tree[ptrTreeAndTime, 0] = -1 - # self.tree_pop[ptrTreeAndTime, 0] = me_population - self.times[ptrTreeAndTime] = me_time - ptrTreeAndTime += 1 + self.tree[self.ptrTreeAndTime] = -1 + self.tree_pop[self.ptrTreeAndTime] = me_population + self.times[self.ptrTreeAndTime] = me_time + self.ptrTreeAndTime += 1 self.mig.AddMigration(idt, me_time, me_population, me_newPopulation) lbss -= 1 lbs -= 1 for i in range(mt_ev_num-mt_ev_num2): nt = int(floor( lbs*self.seed.uniform() )) - newLineages[me_population][me_haplotype].push_back(liveBranchesS[me_newPopulation][me_haplotype][nt]) - liveBranchesS[me_newPopulation][me_haplotype][nt] = liveBranchesS[me_newPopulation][me_haplotype][lbs-1] - liveBranchesS[me_newPopulation][me_haplotype].pop_back() + self.newLineages[me_population][me_haplotype].push_back(self.liveBranchesS[me_newPopulation][me_haplotype][nt]) + self.liveBranchesS[me_newPopulation][me_haplotype][nt] = self.liveBranchesS[me_newPopulation][me_haplotype][lbs-1] + self.liveBranchesS[me_newPopulation][me_haplotype].pop_back() lbs -= 1 self.infectiousDelta[me_newPopulation, me_haplotype] -= me_num else: @@ -1194,12 +1104,9 @@ cdef class BirthDeathModel: for hi in range(self.hapNum): self.infectious[pi, hi] += self.infectiousDelta[pi, hi] self.infectiousDelta[pi, hi] = 0 - while newLineages[pi][hi].size() > 0: - liveBranchesS[pi][hi].push_back( newLineages[pi][hi][newLineages[pi][hi].size()-1] ) - newLineages[pi][hi].pop_back() - #for i in range(newLineages[pi][hi].size()-1, -1, -1): - # liveBranchesS[pi][hi].push_back(newLineages[pi][hi][i]) - # newLineages[pi][hi].pop_back() + while self.newLineages[pi][hi].size() > 0: + self.liveBranchesS[pi][hi].push_back( self.newLineages[pi][hi][self.newLineages[pi][hi].size()-1] ) + self.newLineages[pi][hi].pop_back() else: print("Unknown event type: ", e_type_) print("_________________________________") @@ -1207,19 +1114,32 @@ cdef class BirthDeathModel: for i in range(self.sCounter * 2 - 2): if self.tree_pop[self.tree[i]] != self.tree_pop[i]: self.mig.AddMigration(i, self.times[i], self.tree_pop[self.tree[i]], self.tree_pop[i]) -# - #for i in range(self.sCounter * 2 - 1): - # print(self.tree[i], end=" ") - #print("") - #deg = [0 for i in range(self.sCounter * 2 - 1)] - #for i in range(self.sCounter * 2 - 1): - # deg[self.tree[i]] += 1 - #for i in range(self.sCounter * 2 - 1): - # print(deg[i], end=" ") + @cython.boundscheck(False) + @cython.wraparound(False) + cdef bint calculate_parent(self, Py_ssize_t population, Py_ssize_t haplotype): + cdef: + Py_ssize_t lbs, n + bint p + + lbs = self.liveBranchesS[population][haplotype].size() + p = self.seed.uniform() < lbs / self.infectious[population, self.hapToNum[haplotype]] + if p: + n = int(floor(lbs * self.seed.uniform())) + self.tree[self.liveBranchesS[population][haplotype][n]] = self.ptrTreeAndTime - #self.CheckTree() + self.liveBranchesS[population][haplotype][n] = self.liveBranchesS[population][haplotype][lbs - 1] + self.liveBranchesS[population][haplotype].pop_back() + self.infectious[population, self.hapToNum[haplotype]] -= 1 + return p + @cython.boundscheck(False) + @cython.wraparound(False) + cdef void add_parent(self, Py_ssize_t population, Py_ssize_t haplotype, Py_ssize_t node, bint p): + self.tree[node] = -1 + self.liveBranchesS[population][haplotype].push_back(node) + if p: + self.infectious[population, self.hapToNum[haplotype]] += 1 def print_basic_parameters(self): table = PrettyTable() @@ -1407,7 +1327,6 @@ cdef class BirthDeathModel: def calculate_indexes(self, indexes_list, edge): if isinstance(indexes_list, list): - # TODO Через map indexes = set() for i in indexes_list: indexes.update(self.calculate_index(i, edge)) diff --git a/src/models.pxi b/src/models.pxi index dc40fc8..0a5cc80 100644 --- a/src/models.pxi +++ b/src/models.pxi @@ -86,10 +86,14 @@ cdef class Recombination: self.haplotypes.push_back(haplotype) cdef Py_ssize_t get_next_recombination(self): - self.counter += 1 - return self.haplotypes[self.counter - 1] + self.counter -= 1 + return self.haplotypes[self.counter] cdef void AddBranch(self, double time, Py_ssize_t child, Py_ssize_t parent): self.time[time] = parent self.branch[child] = parent + cdef void UpdateBranch(self): + self.branch.clear() + self.time.clear() + From 267bb438b2f13874ff1b28aa234a8aedd3ca1504 Mon Sep 17 00:00:00 2001 From: spirinvadim <61345894+spirinvadim@users.noreply.github.com> Date: Mon, 22 May 2023 15:56:45 +0300 Subject: [PATCH 5/6] Updated tests after recombination --- src/_BirthDeath.pyx | 1 - testing/check_simulator.py | 22 +++++++++++----------- testing/getting_reference.py | 5 +++-- testing/reference_1.npy | Bin 4800128 -> 4800128 bytes testing/reference_2.npy | Bin 4800128 -> 4800128 bytes testing/reference_3.npy | Bin 4800128 -> 4800128 bytes testing/reference_4.npy | Bin 4800128 -> 4800128 bytes testing/reference_5.npy | Bin 4800128 -> 4800128 bytes testing/reference_6.npy | Bin 4800128 -> 4800128 bytes testing/reference_7.npy | Bin 4800128 -> 4800128 bytes testing/reference_8.npy | Bin 4800128 -> 4800128 bytes testing/reference_9.npy | Bin 4800128 -> 4800128 bytes 12 files changed, 14 insertions(+), 14 deletions(-) diff --git a/src/_BirthDeath.pyx b/src/_BirthDeath.pyx index 4b0bd78..2516c67 100644 --- a/src/_BirthDeath.pyx +++ b/src/_BirthDeath.pyx @@ -640,7 +640,6 @@ cdef class BirthDeathModel: else: self.NewInfections(pi, si, hi) self.events.AddEvent(self.currentTime, BIRTH, self.numToHap[hi], pi, si, self.hapNum) - # self.events.AddEvent(self.currentTime, BIRTH, self.numToHap[hi], pi, si, 0) self.immuneSourcePopRate[pi, si] = self.suscepCumulTransition[si]*self.susceptible[pi, si] self.UpdateRates(pi, True, True, True) diff --git a/testing/check_simulator.py b/testing/check_simulator.py index 9a1481e..659d25c 100644 --- a/testing/check_simulator.py +++ b/testing/check_simulator.py @@ -80,17 +80,17 @@ def check_data(num): check_data(name) #5 model -# simulator = VGsim.Simulator(populations_number=2, seed=my_seed) - -# name = 5 -# simulator.set_population_size(2000000) -# simulator.set_contact_density(1.3, population=0) -# simulator.set_contact_density(0.8, population=1) -# simulator.set_migration_probability(probability=0.01, source=0, target=1) -# simulator.set_migration_probability(probability=0.005, source=1, target=0) -# simulator.simulate(iterations) -# simulator.export_chain_events('test_' + str(name)) -# check_data(name) +simulator = VGsim.Simulator(populations_number=2, seed=my_seed) + +name = 5 +simulator.set_population_size(2000000) +simulator.set_contact_density(1.3, population=0) +simulator.set_contact_density(0.8, population=1) +simulator.set_migration_probability(probability=0.01, source=0, target=1) +simulator.set_migration_probability(probability=0.005, source=1, target=0) +simulator.simulate(iterations) +simulator.export_chain_events('test_' + str(name)) +check_data(name) #6 model simulator = VGsim.Simulator(populations_number=3, seed=my_seed) diff --git a/testing/getting_reference.py b/testing/getting_reference.py index 7cb388d..92de3c9 100644 --- a/testing/getting_reference.py +++ b/testing/getting_reference.py @@ -78,7 +78,7 @@ simulator = VGsim.Simulator(number_of_sites=2, seed=2020) name = 8 -simulator.set_mutation_rate(probabilities=[1, 0, 0, 1]) +simulator.set_mutation_probabilities([1, 0, 0, 1]) simulator.simulate(100000) simulator.export_chain_events('reference_' + str(name)) @@ -89,7 +89,8 @@ simulator.set_transmission_rate(5.0, haplotype=12) simulator.set_recovery_rate(1.5) simulator.set_sampling_rate(0.3) -simulator.set_mutation_rate(0.01, probabilities=[1, 0, 0, 1]) +simulator.set_mutation_rate(0.01) +simulator.set_mutation_probabilities([1, 0, 0, 1]) simulator.set_migration_probability(0.01, source=0, target=1) simulator.set_migration_probability(0.005, source=2, target=1) simulator.set_sampling_multiplier(2.5, population=1) diff --git a/testing/reference_1.npy b/testing/reference_1.npy index ced633d01a7b98ed7407fcd3890dbf58d0461d0c..6614bf1ffb7777dba1a864ee041da81ddbbf9572 100644 GIT binary patch delta 95608 zcmaI9O{})-b>Af#N>9MYe(huXY`)@yf%pVUd<;o*3L)8)0lR4x?ZfD05+7BnY9?+} zDJqH7)RndvCTeAA4@k`bGO#KcRY5|kRA-P$6;U&4TB%Y>5aSj)h{S+ne(SgX>st4- zkHug=x}WF1u63=C|N6K-?t6dZ|NS5T$T#Zm>0fyIBTql{^e;aB(Wigu>5o0V@$|z_ z|MJtn^7M(PH=jQF^r@#;PoIAJ%+p&>pMCn=)90Vwe!6@5SD*g1r+@wF-+1~rpMK=& z3s3Jn{aa68eEPSa{+*|P_vuHUzV!6&(~mvB~>=J$>crKYaR+ 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