From 6c10d749e133bf1800e8dccbb69b927759d60817 Mon Sep 17 00:00:00 2001 From: Jason Sakellariou Date: Fri, 9 Jul 2021 07:45:07 +0300 Subject: [PATCH 01/23] New version of Descriptive Statistics displaying Null counts This version: - Adds null/total counts for every variable - Replaces variable code with label - Removes unnecessary lower/upper confidence intervals --- .../DESCRIPTIVE_STATS/descriptive_stats.py | 390 +- .../generate_testcases_descrstats.py | 64 +- .../mipframework/algorithmtest.py | 7 +- .../expected/descriptive_stats_expected.json | 13189 ++++++++-------- .../test_descriptive_statistics.py | 253 +- 5 files changed, 7052 insertions(+), 6851 deletions(-) diff --git a/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/descriptive_stats.py b/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/descriptive_stats.py index 7e083eb35..47a40bb0f 100644 --- a/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/descriptive_stats.py +++ b/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/descriptive_stats.py @@ -4,6 +4,7 @@ from itertools import ifilterfalse, ifilter from collections import Counter +from copy import deepcopy from mipframework import Algorithm, AlgorithmResult from mipframework.constants import PRIVACY_THRESHOLD @@ -16,205 +17,220 @@ def __init__(self, cli_args): ) def local_(self): - numericals = list( - ifilterfalse( - lambda var: self.metadata.is_categorical[var], self.parameters.y - ) - ) - categoricals = list( - ifilter(lambda var: self.metadata.is_categorical[var], self.parameters.y) - ) - self.push_and_agree(numericals=numericals) - self.push_and_agree(categoricals=categoricals) - self.push_and_agree(labels=self.metadata.label) - # Single variables - df = self.data.full + is_categorical = self.metadata.is_categorical var_names = self.parameters.var_names datasets = self.parameters.dataset + data = self.data.full + labels = self.metadata.label - for var_name in var_names: + self.push_and_agree(var_names=var_names) + self.push_and_agree(is_categorical=is_categorical) + self.push_and_agree(labels=self.metadata.label) + + all_single_stats = MonoidMapping() + for varname in var_names: for dataset in datasets: - if var_name != "dataset": - varlst = [var_name, "dataset"] - else: - varlst = [var_name] - single_df = df[varlst] - single_df = single_df.dropna() - single_df = single_df[single_df.dataset == dataset] - single_df = single_df[var_name] - n_obs = len(single_df) - kwarg = {"single__" + "n_obs_" + var_name + "_" + dataset: n_obs} - self.push_and_add(**kwarg) - if var_name in numericals: - X = single_df - if n_obs <= PRIVACY_THRESHOLD: - sx, sxx, min_, max_ = 0, 0, int(1e9), -int(1e9) - else: - sx = X.sum() - sxx = (X * X).sum() - min_ = X.min() - max_ = X.max() - kwarg = {"single__" + "sx_" + var_name + "_" + dataset: sx} - self.push_and_add(**kwarg) - kwarg = {"single__" + "sxx_" + var_name + "_" + dataset: sxx} - self.push_and_add(**kwarg) - kwarg = {"single__" + "min_" + var_name + "_" + dataset: min_} - self.push_and_min(**kwarg) - kwarg = {"single__" + "max_" + var_name + "_" + dataset: max_} - self.push_and_max(**kwarg) - elif var_name in categoricals: - if n_obs <= PRIVACY_THRESHOLD: - counter = Counter() - else: - counter = Counter(single_df) - kwarg = { - "single__" + "counter_" + var_name + "_" + dataset: counter - } - self.push_and_add(**kwarg) - - # Set of variables - data = self.data.full.dropna() + var_df = get_df_for_single_var(varname, data, dataset) + stats = get_single_stats_monoid(var_df, is_categorical[varname]) + all_single_stats[varname, dataset] = stats + self.push_and_add(all_single_stats=all_single_stats) + + all_group_stats = MonoidMapping() for dataset in datasets: data_group = data[data.dataset == dataset] - n_obs = len(data_group) - self.push_and_add(**{"model__" + "n_obs_" + dataset: n_obs}) - for var in numericals + categoricals: - if var in numericals: - numerical = var - numvar = data_group[numerical] - if n_obs <= PRIVACY_THRESHOLD: - sx, sxx, min_, max_ = 0, 0, int(1e9), -int(1e9) - else: - sx = numvar.sum() - sxx = (numvar * numvar).sum() - min_ = numvar.min() - max_ = numvar.max() - kwarg = {"model__" + "sx_" + numerical + "_" + dataset: sx} - self.push_and_add(**kwarg) - kwarg = {"model__" + "sxx_" + numerical + "_" + dataset: sxx} - self.push_and_add(**kwarg) - kwarg = {"model__" + "min_" + numerical + "_" + dataset: min_} - self.push_and_min(**kwarg) - kwarg = {"model__" + "max_" + numerical + "_" + dataset: max_} - self.push_and_max(**kwarg) - elif var in categoricals: - categorical = var - if n_obs <= PRIVACY_THRESHOLD: - counter = Counter() - else: - counter = Counter(data_group[categorical]) - kwarg = { - "model__" + "counter_" + categorical + "_" + dataset: counter - } - self.push_and_add(**kwarg) + for varname in var_names: + stats = get_model_stats_monoid( + varname, data_group, is_categorical[varname] + ) + all_group_stats[dataset, varname] = stats + self.push_and_add(all_group_stats=all_group_stats) def global_(self): - numericals = self.fetch("numericals") - categoricals = self.fetch("categoricals") - - global fields - raw_out = dict() + var_names = self.fetch("var_names") + is_categorical = self.fetch("is_categorical") + labels = self.fetch("labels") datasets = self.parameters.dataset - # Single variables - raw_out["single"] = dict() - for numerical in numericals: - raw_out["single"][numerical] = dict() - for dataset in datasets: - raw_out["single"][numerical][dataset] = dict() - n_obs = self.fetch("single__" + "n_obs_" + numerical + "_" + dataset) - if n_obs <= PRIVACY_THRESHOLD: - raw_out["single"][numerical][dataset]["num_datapoints"] = n_obs - raw_out["single"][numerical][dataset]["data"] = "NOT ENOUGH DATA" - else: - sx = self.fetch("single__" + "sx_" + numerical + "_" + dataset) - sxx = self.fetch("single__" + "sxx_" + numerical + "_" + dataset) - min_ = self.fetch("single__" + "min_" + numerical + "_" + dataset) - max_ = self.fetch("single__" + "max_" + numerical + "_" + dataset) - mean = sx / n_obs - std = ((sxx - n_obs * (mean ** 2)) / (n_obs - 1)) ** 0.5 - upper_ci = mean + std - lower_ci = mean - std - raw_out["single"][numerical][dataset]["num_datapoints"] = n_obs - raw_out["single"][numerical][dataset]["data"] = { - "mean": mean, - "std": std, - "min": min_, - "max": max_, - "upper_confidence": upper_ci, - "lower_confidence": lower_ci, - } - for categorical in categoricals: - raw_out["single"][categorical] = dict() - for dataset in datasets: - raw_out["single"][categorical][dataset] = dict() - n_obs = self.fetch("single__" + "n_obs_" + categorical + "_" + dataset) - if n_obs <= PRIVACY_THRESHOLD: - raw_out["single"][categorical][dataset]["num_datapoints"] = n_obs - raw_out["single"][categorical][dataset]["data"] = "NOT ENOUGH DATA" - else: - counter = self.fetch( - "single__" + "counter_" + categorical + "_" + dataset - ) - raw_out["single"][categorical][dataset]["num_datapoints"] = n_obs - raw_out["single"][categorical][dataset]["data"] = dict(counter) - - # Model - raw_out["model"] = dict() - for dataset in datasets: - n_obs = self.fetch("model__" + "n_obs_" + dataset) - raw_out["model"][dataset] = dict() - raw_out["model"][dataset]["data"] = dict() - raw_out["model"][dataset]["num_datapoints"] = n_obs - for numerical in numericals: - if n_obs <= PRIVACY_THRESHOLD: - raw_out["model"][dataset]["data"][numerical] = "NOT ENOUGH DATA" - continue - sx = self.fetch("model__" + "sx_" + numerical + "_" + dataset) - sxx = self.fetch("model__" + "sxx_" + numerical + "_" + dataset) - min_ = self.fetch("model__" + "min_" + numerical + "_" + dataset) - max_ = self.fetch("model__" + "max_" + numerical + "_" + dataset) - mean = sx / n_obs - std = ((sxx - n_obs * (mean ** 2)) / (n_obs - 1)) ** 0.5 - upper_ci = mean + std - lower_ci = mean - std - raw_out["model"][dataset]["data"][numerical] = { - "mean": mean, - "std": std, - "min": min_, - "max": max_, - "upper_confidence": upper_ci, - "lower_confidence": lower_ci, + raw_out = init_raw_out([labels[var] for var in var_names], datasets) + + single_out = raw_out["single"] + all_single_stats = self.fetch("all_single_stats") + for (varname, dataset), single_stats in all_single_stats.items(): + current_out = single_out[labels[varname]][dataset] + current_out["num_datapoints"] = single_stats.n_obs + current_out["num_nulls"] = single_stats.n_nulls + current_out["num_total"] = single_stats.n_obs + single_stats.n_nulls + if not single_stats.enough_data: + current_out["data"] = "NOT ENOUGH DATA" + continue + if is_categorical[varname]: + current_out["data"] = get_counts_and_percentages(single_stats.counter) + else: + current_out["data"] = { + "mean": single_stats.mean, + "std": single_stats.std, + "min": single_stats.min_, + "max": single_stats.max_, } - for categorical in categoricals: - if n_obs <= PRIVACY_THRESHOLD: - raw_out["model"][dataset]["data"][categorical] = "NOT ENOUGH DATA" - continue - counter = self.fetch( - "model__" + "counter_" + categorical + "_" + dataset + + group_out = raw_out["model"] + all_group_stats = self.fetch("all_group_stats") + for (dataset, varname), group_stats in all_group_stats.items(): + current_out = group_out[dataset] + group_stats = all_group_stats[dataset, varname] + current_out["num_datapoints"] = group_stats.n_obs + current_out["num_nulls"] = group_stats.n_nulls + current_out["num_total"] = group_stats.n_obs + group_stats.n_nulls + if not group_stats.enough_data: + current_out["data"][labels[varname]] = "NOT ENOUGH DATA" + continue + if is_categorical[varname]: + current_out["data"][labels[varname]] = get_counts_and_percentages( + group_stats.counter ) - raw_out["model"][dataset]["data"][categorical] = dict(counter) + else: + current_out["data"][labels[varname]] = { + "mean": group_stats.mean, + "std": group_stats.std, + "min": group_stats.min_, + "max": group_stats.max_, + } + self.result = AlgorithmResult(raw_data=raw_out) -if __name__ == "__main__": - import time - from mipframework import create_runner - - algorithm_args = [ - "-y", - "rightphgparahippocampalgyrus, gender, alzheimerbroadcategory, rs10498633_t", - "-pathology", - "dementia", - "-dataset", - "lille_simulation, lille_simulation1", - "-filter", - "", - ] - runner = create_runner( - DescriptiveStats, algorithm_args=algorithm_args, num_workers=2, - ) - start = time.time() - runner.run() - end = time.time() - print("Completed in ", end - start) +def init_raw_out(varnames, datasets): + raw_out = dict() + + raw_out["single"] = dict() + for varname in varnames: + raw_out["single"][varname] = dict() + for dataset in datasets: + raw_out["single"][varname][dataset] = dict() + + raw_out["model"] = dict() + for dataset in datasets: + raw_out["model"][dataset] = dict() + raw_out["model"][dataset]["data"] = dict() + return raw_out + + +def get_df_for_single_var(var_name, df, dataset): + if var_name != "dataset": + varlst = [var_name, "dataset"] + else: + varlst = [var_name] + df = df[varlst] + df = df[df.dataset == dataset] + df = df[var_name] + return df + + +class NumericalVarStats(object): + def __init__(self, n_obs, n_nulls, sx, sxx, min_, max_): + self.n_obs = n_obs + self.n_nulls = n_nulls + self.enough_data = n_obs >= PRIVACY_THRESHOLD + self.sx = sx if self.enough_data else 0 + self.sxx = sxx if self.enough_data else 0 + self.min_ = min_ if self.enough_data else int(1e9) + self.max_ = max_ if self.enough_data else -int(1e9) + + @property + def mean(self): + return self.sx / self.n_obs + + @property + def std(self): + return ((self.sxx - self.n_obs * (self.mean ** 2)) / (self.n_obs - 1)) ** 0.5 + + @property + def upper_ci(self): + return self.mean + self.std + + @property + def lower_ci(self): + return self.mean - self.std + + def __add__(self, other): + return NumericalVarStats( + n_obs=self.n_obs + other.n_obs, + n_nulls=self.n_nulls + other.n_nulls, + sx=self.sx + other.sx, + sxx=self.sxx + other.sxx, + min_=min(self.min_, other.min_), + max_=max(self.max_, other.max_), + ) + + +class CategoricalVarStats(object): + def __init__(self, n_obs, n_nulls, counter): + self.n_obs = n_obs + self.n_nulls = n_nulls + self.enough_data = n_obs >= PRIVACY_THRESHOLD + self.counter = counter if self.enough_data else Counter() + + def __add__(self, other): + return CategoricalVarStats( + n_obs=self.n_obs + other.n_obs, + n_nulls=self.n_nulls + other.n_nulls, + counter=self.counter + other.counter, + ) + + +def get_single_stats_monoid(df, is_categorical): + n_tot = len(df) + df = df.dropna() + n_obs = len(df) + n_nulls = n_tot - n_obs + if is_categorical: + return get_categorical_stats_monoid(df, n_obs, n_nulls) + return get_numerical_stats_monoid(df, n_obs, n_nulls) + + +def get_numerical_stats_monoid(df, n_obs, n_nulls): + sx = df.sum() + sxx = (df * df).sum() + min_ = df.min() + max_ = df.max() + return NumericalVarStats(n_obs, n_nulls, sx, sxx, min_, max_) + + +def get_categorical_stats_monoid(df, n_obs, n_nulls): + counter = Counter(df) + return CategoricalVarStats(n_obs, n_nulls, counter) + + +def get_model_stats_monoid(varname, data_group, is_categorical): + n_tot = len(data_group) + data_group = data_group.dropna() + n_obs = len(data_group) + n_nulls = n_tot - n_obs + df = data_group[varname] + if is_categorical: + return get_categorical_stats_monoid(df, n_obs, n_nulls) + return get_numerical_stats_monoid(df, n_obs, n_nulls) + + +class MonoidMapping(dict): + def __add__(self, other): + all_keys = set(self.keys()) | set(other.keys()) + result = {} + for key in all_keys: + if key in self and key in other: + result[key] = self[key] + other[key] + elif key in self and key not in other: + result[key] = self[key] + else: + result[key] = other[key] + return MonoidMapping(result) + + +def get_counts_and_percentages(counter): + if isinstance(counter, pd.Series): + counter = {key: counter[key] for key in counter.index} + total = sum(counter.values()) + return { + key: {"count": value, "percentage": round(100 * value / total, ndigits=2)} + for key, value in counter.items() + } diff --git a/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/generate_testcases_descrstats.py b/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/generate_testcases_descrstats.py index a79fa225e..416516a09 100644 --- a/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/generate_testcases_descrstats.py +++ b/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/generate_testcases_descrstats.py @@ -2,6 +2,7 @@ from pathlib import Path from mipframework.algorithmtest import AlgorithmTest +from DESCRIPTIVE_STATS.descriptive_stats import get_counts_and_percentages class DescriptiveStatisticsTest(AlgorithmTest): @@ -20,11 +21,14 @@ def get_expected(self, alg_input): # Single out["single"] = dict() for numerical in numericals: - out["single"][numerical] = dict() - vartab = self.get_data(numerical + ",dataset", datasets) + varlabel = metadata.label[numerical] + out["single"][varlabel] = dict() + data_df = self.get_data(numerical + ",dataset", datasets) for dataset in datasets.split(","): - numvar = vartab[vartab.dataset == dataset][numerical] - out["single"][numerical][dataset] = dict() + numvar = data_df[data_df.dataset == dataset][numerical] + out["single"][varlabel][dataset] = dict() + n_total = len(numvar) + numvar = numvar.dropna() n_obs = len(numvar) if n_obs <= 0: return None @@ -32,27 +36,34 @@ def get_expected(self, alg_input): std = numvar.std() min_ = numvar.min() max_ = numvar.max() - out["single"][numerical][dataset]["num_datapoints"] = n_obs - out["single"][numerical][dataset]["data"] = { + out["single"][varlabel][dataset]["num_total"] = n_total + out["single"][varlabel][dataset]["num_datapoints"] = n_obs + out["single"][varlabel][dataset]["num_nulls"] = n_total - n_obs + out["single"][varlabel][dataset]["data"] = { "mean": mean, "std": std, "min": min_, "max": max_, - "upper_confidence": mean + std, - "lower_confidence": mean - std, } for categorical in categoricals: - out["single"][categorical] = dict() - vartab = self.get_data(categorical + ",dataset", datasets) + varlabel = metadata.label[categorical] + out["single"][varlabel] = dict() + data_df = self.get_data(categorical + ",dataset", datasets) for dataset in datasets.split(","): - out["single"][categorical][dataset] = dict() - catvar = vartab[vartab.dataset == dataset][categorical] + out["single"][varlabel][dataset] = dict() + catvar = data_df[data_df.dataset == dataset][categorical] + n_total = len(catvar) + catvar = catvar.dropna() n_obs = len(catvar) if n_obs <= 0: return None counts = catvar.value_counts() - out["single"][categorical][dataset]["num_datapoints"] = n_obs - out["single"][categorical][dataset]["data"] = dict(counts) + out["single"][varlabel][dataset]["num_total"] = n_total + out["single"][varlabel][dataset]["num_datapoints"] = n_obs + out["single"][varlabel][dataset]["num_nulls"] = n_total - n_obs + out["single"][varlabel][dataset]["data"] = get_counts_and_percentages( + counts + ) # # Model data = self.get_data(y_names + ",dataset", datasets) @@ -61,8 +72,11 @@ def get_expected(self, alg_input): out["model"] = dict() for dataset in datasets.split(","): data_group = data[data.dataset == dataset] - # if len(data_group) == 0: - # continue + n_total = len(data_group) + data_group = data_group.dropna() + n_obs = len(data_group) + if n_obs == 0: + return None df_num = data_group[numericals] df_cat = data_group[categoricals] means = df_num.mean() @@ -74,25 +88,31 @@ def get_expected(self, alg_input): ] out["model"][dataset] = dict() out["model"][dataset]["data"] = dict() - out["model"][dataset]["num_datapoints"] = len(data_group) + out["model"][dataset]["num_datapoints"] = n_obs + out["model"][dataset]["num_total"] = n_total + out["model"][dataset]["num_nulls"] = n_total - n_obs for numerical in numericals: - out["model"][dataset]["data"][numerical] = { + varlabel = metadata.label[numerical] + out["model"][dataset]["data"][varlabel] = { "mean": means[numerical], "std": stds[numerical], "min": mins[numerical], "max": maxs[numerical], - "upper_confidence": means[numerical] + stds[numerical], - "lower_confidence": means[numerical] - stds[numerical], } for i, categorical in enumerate(categoricals): + varlabel = metadata.label[categorical] if counts[i].name != categorical: raise ValueError("WAT??") - out["model"][dataset]["data"][categorical] = dict(counts[i]) + out["model"][dataset]["data"][varlabel] = get_counts_and_percentages( + counts[i] + ) return out if __name__ == "__main__": prop_path = dbs_folder = Path(__file__).parent / "properties.json" - descriptive_stats_test = DescriptiveStatisticsTest(prop_path.as_posix()) + descriptive_stats_test = DescriptiveStatisticsTest( + prop_path.as_posix(), dropna=False + ) descriptive_stats_test.generate_test_cases(num_tests=100) descriptive_stats_test.to_json("descriptive_stats_expected.json") diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/algorithmtest.py b/Exareme-Docker/src/mip-algorithms/mipframework/algorithmtest.py index 1368a9d9c..a9b42b538 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/algorithmtest.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/algorithmtest.py @@ -38,7 +38,7 @@ class AlgorithmTest(object): standard library for computing the expected results. """ - def __init__(self, properties_path): + def __init__(self, properties_path, dropna=True): with open(properties_path, "r") as prop: params = json.load(prop)["parameters"] params = [defaultdict(lambda: None, p) for p in params] @@ -51,7 +51,10 @@ def __init__(self, properties_path): Path(__file__).parents[1] / "tests" / "data" / "dementia" / "datasets.db" ).as_posix() self.db = DataBase( - db_path=db_path, data_table_name="data", metadata_table_name="metadata" + db_path=db_path, + data_table_name="data", + metadata_table_name="metadata", + dropna=dropna, ) categoricals, numericals = self.get_variable_groups() self.categorical_variables = categoricals diff --git a/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/expected/descriptive_stats_expected.json b/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/expected/descriptive_stats_expected.json index 1ca62437f..60a8017f1 100644 --- a/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/expected/descriptive_stats_expected.json +++ b/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/expected/descriptive_stats_expected.json @@ -4,11 +4,11 @@ "input": [ { "name": "y", - "value": "rightcuncuneus,rightaorganteriororbitalgyrus,leftpogpostcentralgyrus,leftmcggmiddlecingulategyrus,leftsmcsupplementarymotorcortex,leftsogsuperioroccipitalgyrus,leftmtgmiddletemporalgyrus,rightpoparietaloperculum" + "value": "rs11136000_t,gender" }, { "name": "dataset", - "value": "adni,edsd" + "value": "adni" }, { "name": "filter", @@ -21,337 +21,223 @@ ], "output": { "single": { - "leftmtgmiddletemporalgyrus": { - "adni": { - "data": { - "std": 1.5742329008623004, - "min": 7.80915, - "max": 18.0946, - "lower_confidence": 11.430005466867527, - "mean": 13.004238367729828, - "upper_confidence": 14.578471268592128 - }, - "num_datapoints": 1066 - }, - "edsd": { - "data": { - "std": 1.6484373239127161, - "min": 7.3624, - "max": 18.8747, - "lower_confidence": 11.527554209268077, - "mean": 13.175991533180794, - "upper_confidence": 14.82442885709351 - }, - "num_datapoints": 437 - } - }, - "rightcuncuneus": { - "adni": { - "data": { - "std": 0.6008260681366892, - "min": 2.82536, - "max": 6.85326, - "lower_confidence": 4.12351799377701, - "mean": 4.7243440619136985, - "upper_confidence": 5.325170130050387 - }, - "num_datapoints": 1066 - }, - "edsd": { - "data": { - "std": 0.6096579784653384, - "min": 2.8214, - "max": 6.5936, - "lower_confidence": 3.910417536408806, - "mean": 4.5200755148741445, - "upper_confidence": 5.129733493339483 - }, - "num_datapoints": 437 - } - }, - "leftmcggmiddlecingulategyrus": { + "rs11136000_T": { "adni": { "data": { - "std": 0.5453117602863388, - "min": 2.9757, - "max": 9.56777, - "lower_confidence": 4.107015434835609, - "mean": 4.652327195121948, - "upper_confidence": 5.197638955408286 - }, - "num_datapoints": 1066 - }, - "edsd": { - "data": { - "std": 0.6877850942907141, - "min": 0.0, - 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+5294,28 @@ ], "output": { "single": { - "leftcaudate": { + "Left gyrus rectus": { "ppmi": { "data": { - "std": 0.37723320190585524, - "min": 1.9841, - "max": 4.7487, - "lower_confidence": 2.7246326244246797, - "mean": 3.1018658263305348, - "upper_confidence": 3.47909902823639 + "std": 0.25428780455519984, + "max": 3.2094, + "min": 1.4595, + "mean": 2.140752661064425 + }, + "num_datapoints": 714, + "num_nulls": 0, + "num_total": 714 + }, + "adni": { + "data": { + "std": 0.22560887278691688, + "max": 2.83963, + "min": 1.05756, + "mean": 2.044286388367732 }, - "num_datapoints": 714 + "num_datapoints": 1066, + "num_nulls": 0, + "num_total": 1066 } } }, @@ -5577,15 +5323,28 @@ "ppmi": { "num_datapoints": 714, "data": { - "leftcaudate": { - "std": 0.37723320190585524, - "min": 1.9841, - "max": 4.7487, - "lower_confidence": 2.7246326244246797, - "mean": 3.1018658263305348, - "upper_confidence": 3.47909902823639 + "Left gyrus rectus": { + "std": 0.25428780455519984, + "max": 3.2094, + "min": 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+6355,11 @@ "input": [ { "name": "y", - "value": "rightptplanumtemporale,leftprgprecentralgyrus,rightpogpostcentralgyrus,rightmtgmiddletemporalgyrus" + "value": "rightppplanumpolare" }, { "name": "dataset", - "value": "ppmi" + "value": "ppmi,edsd" }, { "name": "filter", @@ -6563,56 +6372,28 @@ ], "output": { "single": { - "rightpogpostcentralgyrus": { - "ppmi": { - "data": { - "std": 1.1737788484093188, - "min": 6.3771, - "max": 14.52, - "lower_confidence": 9.288665969517861, - "mean": 10.46244481792718, - "upper_confidence": 11.636223666336498 - }, - "num_datapoints": 714 - } - }, - "leftprgprecentralgyrus": { + "Right planum polare": { "ppmi": { "data": { - "std": 1.4891187338355427, - "min": 6.6789, - "max": 17.86, - "lower_confidence": 11.418158717144843, - "mean": 12.907277450980386, - "upper_confidence": 14.396396184815929 - }, - "num_datapoints": 714 - } - }, - "rightmtgmiddletemporalgyrus": { - "ppmi": { - "data": { - "std": 1.57434356141805, - "min": 8.6731, - "max": 20.7703, 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} } }, @@ -6707,28 +6477,28 @@ "ppmi": { "num_datapoints": 714, "data": { - "leftmfcmedialfrontalcortex": { + "Left medial frontal cortex": { "std": 0.24109440138149815, - "min": 1.1814, "max": 2.7813, - "lower_confidence": 1.6160131616437128, - "mean": 1.857107563025211, - "upper_confidence": 2.098201964406709 + "min": 1.1814, + "mean": 1.857107563025211 } - } + }, + "num_nulls": 0, + "num_total": 714 }, - "edsd": { - "num_datapoints": 437, + "adni": { + "num_datapoints": 1066, "data": { - "leftmfcmedialfrontalcortex": { - "std": 0.28562958927228876, - "min": 0.03454, - "max": 3.0114, - "lower_confidence": 1.4337684885309154, - "mean": 1.719398077803204, - "upper_confidence": 2.0050276670754927 + "Left medial frontal cortex": { + "std": 0.2307118944209133, + "max": 2.59496, + "min": 0.967331, + "mean": 1.771309588180111 } - } + }, + "num_nulls": 0, + "num_total": 1066 } } } @@ -6737,11 +6507,11 @@ "input": [ { "name": "y", - "value": "alzheimerbroadcategory" + "value": "leftpinsposteriorinsula" }, { "name": "dataset", - "value": "adni,edsd,ppmi" + "value": "adni,ppmi" }, { "name": "filter", @@ -6754,28 +6524,28 @@ ], "output": { "single": { - "alzheimerbroadcategory": { + "Left posterior insula": { "ppmi": { "data": { - "Other": 714 + "std": 0.25046887396227535, + "max": 3.0882, + "min": 1.7073, + "mean": 2.3584025210084025 }, - "num_datapoints": 714 + "num_datapoints": 714, + "num_nulls": 0, + "num_total": 714 }, "adni": { "data": { - "Other": 576, - "CN": 268, - "AD": 222 - }, - "num_datapoints": 1066 - }, - "edsd": { - "data": { - "Other": 76, - "CN": 151, - "AD": 141 + "std": 0.26834864241107276, + "max": 3.38977, + "min": 1.6439, + "mean": 2.324148536585367 }, - "num_datapoints": 368 + "num_datapoints": 1066, + "num_nulls": 0, + "num_total": 1066 } } }, @@ -6783,30 +6553,28 @@ "ppmi": { "num_datapoints": 714, "data": { - "alzheimerbroadcategory": { - "Other": 714 + "Left posterior insula": { + "std": 0.25046887396227535, + "max": 3.0882, + 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"edsd,adni" }, { "name": "filter", @@ -7067,48 +6823,57 @@ ], "output": { "single": { - "alzheimerbroadcategory": { - "edsd": { + "Left entorhinal area": { + "adni": { "data": { - "Other": 76, - "CN": 151, - "AD": 141 + "std": 0.22347261465097515, + "max": 2.17829, + "min": 0.835883, + "mean": 1.5315773855534702 }, - "num_datapoints": 368 - } - }, - "leftpcuprecuneus": { + "num_datapoints": 1066, + "num_nulls": 0, + "num_total": 1066 + }, "edsd": { "data": { - "std": 1.2396762970143003, - "min": 3.5147, - "max": 15.0284, - "lower_confidence": 8.948853908935366, - "mean": 10.188530205949666, - "upper_confidence": 11.428206502963967 + "std": 0.2295528271274821, + "max": 2.4015, + "min": 0.39954, + "mean": 1.533638215102974 }, - "num_datapoints": 437 + "num_datapoints": 437, + "num_nulls": 37, + "num_total": 474 } } }, "model": { + "adni": { + "num_datapoints": 1066, + "data": { + "Left entorhinal area": { + "std": 0.22347261465097515, + "max": 2.17829, + "min": 0.835883, + "mean": 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+ "max": 3.3807, + "min": 0.01071, + "mean": 2.1565691762013715 }, - "num_datapoints": 437 + "num_datapoints": 437, + "num_nulls": 37, + "num_total": 474 } } }, @@ -10154,31 +9953,51 @@ "edsd": { "num_datapoints": 437, "data": { - "leftmogmiddleoccipitalgyrus": { - "std": 0.7409533489358604, - "min": 3.9079, - "max": 8.9713, - "lower_confidence": 5.123319191109903, - "mean": 5.864272540045763, - "upper_confidence": 6.605225888981623 - }, - "righttmptemporalpole": { - "std": 0.9197418435398647, - "min": 2.8712, - "max": 10.7681, - "lower_confidence": 6.518156325796522, - "mean": 7.437898169336386, - "upper_confidence": 8.357640012876251 - }, - "rightsplsuperiorparietallobule": { - "std": 1.4399070931190756, - "min": 0.04308, - "max": 15.7637, - "lower_confidence": 8.477835309626936, - "mean": 9.917742402746011, - "upper_confidence": 11.357649495865086 + "Right supramarginal gyrus": { + "std": 1.1163042783023602, + "max": 10.7194, + "min": 0.01333, + "mean": 7.616723455377567 + }, + "Left superior frontal gyrus": { + "std": 2.0788136881676316, + "max": 19.4519, + "min": 2e-05, + "mean": 13.859568947368416 + }, + "Left posterior cingulate gyrus": { + "std": 0.5213972473956632, + "max": 6.5954, + "min": 1.534, + "mean": 4.21953729977117 + }, + "Left entorhinal area": { + "std": 0.2295528271274821, + "max": 2.4015, + "min": 0.39954, + "mean": 1.533638215102974 + }, + "Left anterior insula": { + "std": 0.5454672158163502, + "max": 5.7224, + "min": 0.46849, + "mean": 4.093719748283754 + }, + "Right lateral orbital gyrus": { + "std": 0.3303894483159015, + "max": 3.0055, + "min": 0.00098, + "mean": 2.1666399771167026 + }, + "Cerebellar Vermal Lobules VI-VII": { + "std": 0.26680349936799524, + "max": 3.3807, + "min": 0.01071, + "mean": 2.1565691762013715 } - } + }, + "num_nulls": 37, + "num_total": 474 } } } @@ -10187,11 +10006,11 @@ "input": [ { "name": "y", - "value": "rightioginferioroccipitalgyrus" + "value": "rightfugfusiformgyrus,leftpcuprecuneus,rightcuncuneus,leftangangulargyrus" }, { "name": "dataset", - "value": "adni,ppmi" + "value": "edsd,ppmi,adni" }, { "name": "filter", @@ -10204,28 +10023,144 @@ ], "output": { "single": { - "rightioginferioroccipitalgyrus": { + "Left angular gyrus": { "ppmi": { "data": { - "std": 0.8077573619690581, - "min": 4.4197, - "max": 9.2806, - "lower_confidence": 6.069284374725623, - "mean": 6.8770417366946806, - "upper_confidence": 7.6847990986637384 + "std": 1.069219793238794, + "max": 13.5823, + "min": 6.1273, + "mean": 9.502652941176473 }, - "num_datapoints": 714 + "num_datapoints": 714, + "num_nulls": 0, + "num_total": 714 }, "adni": { "data": { - "std": 0.798416485346769, - "min": 4.04371, - "max": 9.78156, - "lower_confidence": 5.637280297017211, - "mean": 6.43569678236398, - "upper_confidence": 7.2341132677107485 + "std": 1.0431046959561834, + "max": 12.5288, + "min": 5.75806, + "mean": 8.969901050656658 + }, + "num_datapoints": 1066, + "num_nulls": 0, + "num_total": 1066 + }, + "edsd": { + "data": { + "std": 1.1124976258123522, + "max": 12.0496, + "min": 2.2506, + "mean": 8.760460640732262 + }, + "num_datapoints": 437, + "num_nulls": 37, + "num_total": 474 + } + }, + "Right cuneus": { + "ppmi": { + "data": { + "std": 0.6272243189691642, + "max": 8.0425, + "min": 3.2533, + "mean": 4.958402240896357 + }, + "num_datapoints": 714, + "num_nulls": 0, + "num_total": 714 + }, + "adni": { + "data": { + "std": 0.6008260681366892, + "max": 6.85326, + "min": 2.82536, + "mean": 4.7243440619136985 + }, + "num_datapoints": 1066, + "num_nulls": 0, + "num_total": 1066 + }, + "edsd": { + "data": { + "std": 0.6096579784653384, + "max": 6.5936, + "min": 2.8214, + "mean": 4.5200755148741445 + }, + "num_datapoints": 437, + "num_nulls": 37, + "num_total": 474 + } + }, + "Right fusiform gyrus": { + "ppmi": { + "data": { + "std": 0.7289503970808117, + "max": 10.3175, + "min": 5.4376, + "mean": 7.6663631652661115 + }, + "num_datapoints": 714, + "num_nulls": 0, + "num_total": 714 + }, + "adni": { + "data": { + "std": 0.7853017578190323, + "max": 9.38824, + "min": 4.33262, + "mean": 7.087820375234526 }, - "num_datapoints": 1066 + "num_datapoints": 1066, + "num_nulls": 0, + "num_total": 1066 + }, + "edsd": { + "data": { + "std": 0.8350911331339516, + "max": 9.4739, + "min": 3.8349, + "mean": 7.07725881006865 + }, + "num_datapoints": 437, + "num_nulls": 37, + "num_total": 474 + } + }, + "Left precuneus": { + "ppmi": { + "data": { + "std": 1.1918746372164504, + "max": 15.3204, + "min": 7.1042, + "mean": 10.96245476190477 + }, + "num_datapoints": 714, + "num_nulls": 0, + "num_total": 714 + }, + "adni": { + "data": { + "std": 1.1833543220617853, + "max": 14.5636, + "min": 7.35483, + "mean": 10.635359634146331 + }, + "num_datapoints": 1066, + "num_nulls": 0, + "num_total": 1066 + }, + "edsd": { + "data": { + "std": 1.2396762970143003, + "max": 15.0284, + "min": 3.5147, + "mean": 10.188530205949666 + }, + "num_datapoints": 437, + "num_nulls": 37, + "num_total": 474 } } }, @@ -10233,28 +10168,95 @@ "ppmi": { "num_datapoints": 714, "data": { - "rightioginferioroccipitalgyrus": { - "std": 0.8077573619690581, - "min": 4.4197, - "max": 9.2806, - "lower_confidence": 6.069284374725623, - "mean": 6.8770417366946806, - "upper_confidence": 7.6847990986637384 + "Left angular gyrus": { + "std": 1.069219793238794, + "max": 13.5823, + "min": 6.1273, + "mean": 9.502652941176473 + }, + "Right cuneus": { + "std": 0.6272243189691642, + "max": 8.0425, + "min": 3.2533, + "mean": 4.958402240896357 + }, + "Right fusiform gyrus": { + "std": 0.7289503970808117, + "max": 10.3175, + "min": 5.4376, + "mean": 7.6663631652661115 + }, + "Left precuneus": { + "std": 1.1918746372164504, + "max": 15.3204, + "min": 7.1042, + "mean": 10.96245476190477 } - } + }, + "num_nulls": 0, + "num_total": 714 }, "adni": { "num_datapoints": 1066, "data": { - "rightioginferioroccipitalgyrus": { - "std": 0.798416485346769, - "min": 4.04371, - "max": 9.78156, - "lower_confidence": 5.637280297017211, - "mean": 6.43569678236398, - "upper_confidence": 7.2341132677107485 + "Left angular gyrus": { + "std": 1.0431046959561834, + "max": 12.5288, + "min": 5.75806, + "mean": 8.969901050656658 + }, + "Right cuneus": { + "std": 0.6008260681366892, + "max": 6.85326, + "min": 2.82536, + "mean": 4.7243440619136985 + }, + "Right fusiform gyrus": { + "std": 0.7853017578190323, + "max": 9.38824, + "min": 4.33262, + "mean": 7.087820375234526 + }, + "Left precuneus": { + "std": 1.1833543220617853, + "max": 14.5636, + "min": 7.35483, + "mean": 10.635359634146331 } - } + }, + "num_nulls": 0, + "num_total": 1066 + }, + "edsd": { + "num_datapoints": 437, + "data": { + "Left angular gyrus": { + "std": 1.1124976258123522, + "max": 12.0496, + "min": 2.2506, + "mean": 8.760460640732262 + }, + "Right cuneus": { + "std": 0.6096579784653384, + "max": 6.5936, + "min": 2.8214, + "mean": 4.5200755148741445 + }, + "Right fusiform gyrus": { + "std": 0.8350911331339516, + "max": 9.4739, + "min": 3.8349, + "mean": 7.07725881006865 + }, + "Left precuneus": { + "std": 1.2396762970143003, + "max": 15.0284, + "min": 3.5147, + "mean": 10.188530205949666 + } + }, + "num_nulls": 37, + "num_total": 474 } } } @@ -10263,11 +10265,11 @@ "input": [ { "name": "y", - "value": "rightsogsuperioroccipitalgyrus" + "value": "rightsmcsupplementarymotorcortex" }, { "name": "dataset", - "value": "adni,edsd,ppmi" + "value": "edsd" }, { "name": "filter", @@ -10280,81 +10282,33 @@ ], "output": { "single": { - "rightsogsuperioroccipitalgyrus": { - "ppmi": { - "data": { - "std": 0.550834436796872, - "min": 2.9723, - "max": 6.3012, - "lower_confidence": 3.8576564595616687, - "mean": 4.408490896358541, - "upper_confidence": 4.959325333155412 - }, - "num_datapoints": 714 - }, - "adni": { - "data": { - "std": 0.5218479602254812, - "min": 2.72391, - "max": 6.34525, - "lower_confidence": 3.695894938461199, - "mean": 4.21774289868668, - "upper_confidence": 4.739590858912162 - }, - "num_datapoints": 1066 - }, + "Right supplementary motor cortex": { "edsd": { "data": { - "std": 0.5215490971366722, - "min": 2.7508, - "max": 5.9885, - "lower_confidence": 3.5713408342134416, - "mean": 4.092889931350114, - "upper_confidence": 4.614439028486786 + "std": 0.7735918652996528, + "max": 8.6997, + "min": 0.0, + "mean": 5.141229519450803 }, - "num_datapoints": 437 + "num_datapoints": 437, + "num_nulls": 37, + "num_total": 474 } } }, "model": { - "ppmi": { - "num_datapoints": 714, - "data": { - "rightsogsuperioroccipitalgyrus": { - "std": 0.550834436796872, - "min": 2.9723, - "max": 6.3012, - "lower_confidence": 3.8576564595616687, - "mean": 4.408490896358541, - "upper_confidence": 4.959325333155412 - } - } - }, - "adni": { - "num_datapoints": 1066, - "data": { - "rightsogsuperioroccipitalgyrus": { - "std": 0.5218479602254812, - "min": 2.72391, - "max": 6.34525, - "lower_confidence": 3.695894938461199, - "mean": 4.21774289868668, - "upper_confidence": 4.739590858912162 - } - } - }, "edsd": { "num_datapoints": 437, "data": { - "rightsogsuperioroccipitalgyrus": { - "std": 0.5215490971366722, - "min": 2.7508, - "max": 5.9885, - "lower_confidence": 3.5713408342134416, - "mean": 4.092889931350114, - "upper_confidence": 4.614439028486786 + "Right supplementary motor cortex": { + "std": 0.7735918652996528, + "max": 8.6997, + "min": 0.0, + "mean": 5.141229519450803 } - } + }, + "num_nulls": 37, + "num_total": 474 } } } @@ -10363,11 +10317,11 @@ "input": [ { "name": "y", - "value": "rightmtgmiddletemporalgyrus" + "value": "leftpcggposteriorcingulategyrus" }, { "name": "dataset", - "value": "edsd,ppmi,adni" + "value": "edsd,ppmi" }, { "name": "filter", @@ -10380,39 +10334,28 @@ ], "output": { "single": { - "rightmtgmiddletemporalgyrus": { + "Left posterior cingulate gyrus": { "ppmi": { "data": { - "std": 1.57434356141805, - "min": 8.6731, - "max": 20.7703, - "lower_confidence": 12.7788585394223, - "mean": 14.35320210084035, - "upper_confidence": 15.927545662258401 - }, - "num_datapoints": 714 - }, - "adni": { - "data": { - "std": 1.6184209549120432, - "min": 8.46116, - "max": 18.2963, - "lower_confidence": 11.791027234581383, - "mean": 13.409448189493427, - "upper_confidence": 15.02786914440547 + "std": 0.5169756000220191, + "max": 6.5672, + "min": 2.7571, + "mean": 4.520736554621849 }, - "num_datapoints": 1066 + "num_datapoints": 714, + "num_nulls": 0, + "num_total": 714 }, "edsd": { "data": { - "std": 1.7437247508648561, - "min": 7.0908, - "max": 19.0242, - "lower_confidence": 11.842108887579068, - "mean": 13.585833638443924, - "upper_confidence": 15.329558389308781 + "std": 0.5213972473956632, + "max": 6.5954, + "min": 1.534, + "mean": 4.21953729977117 }, - "num_datapoints": 437 + "num_datapoints": 437, + "num_nulls": 37, + "num_total": 474 } } }, @@ -10420,41 +10363,28 @@ "ppmi": { "num_datapoints": 714, "data": { - "rightmtgmiddletemporalgyrus": { - "std": 1.57434356141805, - "min": 8.6731, - "max": 20.7703, - "lower_confidence": 12.7788585394223, - "mean": 14.35320210084035, - "upper_confidence": 15.927545662258401 - } - } - }, - "adni": { - "num_datapoints": 1066, - "data": { - "rightmtgmiddletemporalgyrus": { - "std": 1.6184209549120432, - "min": 8.46116, - "max": 18.2963, - "lower_confidence": 11.791027234581383, - "mean": 13.409448189493427, - "upper_confidence": 15.02786914440547 + "Left posterior cingulate gyrus": { + "std": 0.5169756000220191, + "max": 6.5672, + "min": 2.7571, + "mean": 4.520736554621849 } - } + }, + "num_nulls": 0, + "num_total": 714 }, "edsd": { "num_datapoints": 437, "data": { - "rightmtgmiddletemporalgyrus": { - "std": 1.7437247508648561, - "min": 7.0908, - "max": 19.0242, - "lower_confidence": 11.842108887579068, - "mean": 13.585833638443924, - "upper_confidence": 15.329558389308781 + "Left posterior cingulate gyrus": { + "std": 0.5213972473956632, + "max": 6.5954, + "min": 1.534, + "mean": 4.21953729977117 } - } + }, + "num_nulls": 37, + "num_total": 474 } } } @@ -10463,7 +10393,7 @@ "input": [ { "name": "y", - "value": "leftfofrontaloperculum,leftphgparahippocampalgyrus,dataset" + "value": "leftainsanteriorinsula,leftacgganteriorcingulategyrus" }, { "name": "dataset", @@ -10480,38 +10410,30 @@ ], "output": { "single": { - "leftfofrontaloperculum": { + "Left anterior cingulate gyrus": { "adni": { "data": { - "std": 0.21028668217266916, - "min": 1.31745, - "max": 2.73465, - "lower_confidence": 1.728838205256975, - "mean": 1.9391248874296443, - "upper_confidence": 2.1494115696023135 - }, - "num_datapoints": 1066 - } - }, - "leftphgparahippocampalgyrus": { - "adni": { - "data": { - "std": 0.32137573174034656, - "min": 2.10045, - "max": 4.05192, - "lower_confidence": 2.710869643494174, - "mean": 3.032245375234521, - "upper_confidence": 3.3536211069748676 + "std": 0.559072095313077, + "max": 6.63962, + "min": 2.71921, + "mean": 4.562232120075047 }, - "num_datapoints": 1066 + "num_datapoints": 1066, + "num_nulls": 0, + "num_total": 1066 } }, - "dataset": { + "Left anterior insula": { "adni": { "data": { - "adni": 1066 + "std": 0.45203139126981035, + "max": 5.81951, + "min": 2.97578, + "mean": 4.245664502814257 }, - "num_datapoints": 1066 + "num_datapoints": 1066, + "num_nulls": 0, + "num_total": 1066 } } }, @@ -10519,26 +10441,21 @@ "adni": { "num_datapoints": 1066, "data": { - "leftfofrontaloperculum": { - "std": 0.21028668217266916, - "min": 1.31745, - "max": 2.73465, - "lower_confidence": 1.728838205256975, - "mean": 1.9391248874296443, - "upper_confidence": 2.1494115696023135 - }, - "leftphgparahippocampalgyrus": { - "std": 0.32137573174034656, - "min": 2.10045, - "max": 4.05192, - "lower_confidence": 2.710869643494174, - "mean": 3.032245375234521, - "upper_confidence": 3.3536211069748676 + "Left anterior cingulate gyrus": { + "std": 0.559072095313077, + "max": 6.63962, + "min": 2.71921, + "mean": 4.562232120075047 }, - "dataset": { - "adni": 1066 + "Left anterior insula": { + "std": 0.45203139126981035, + "max": 5.81951, + "min": 2.97578, + "mean": 4.245664502814257 } - } + }, + "num_nulls": 0, + "num_total": 1066 } } } diff --git a/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_descriptive_statistics.py b/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_descriptive_statistics.py index ce15bbec3..fb33d78aa 100644 --- a/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_descriptive_statistics.py +++ b/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_descriptive_statistics.py @@ -1,11 +1,21 @@ from numbers import Number +from collections import Counter +import DESCRIPTIVE_STATS import numpy as np import pytest -from DESCRIPTIVE_STATS import DescriptiveStats -from mipframework.testutils import get_test_params, get_algorithm_result +import json from pathlib import Path +from mipframework.testutils import get_test_params, get_algorithm_result +from mipframework import create_runner +from DESCRIPTIVE_STATS import DescriptiveStats +from DESCRIPTIVE_STATS.descriptive_stats import ( + MonoidMapping, + get_counts_and_percentages, +) + + expected_file = Path(__file__).parent / "expected" / "descriptive_stats_expected.json" @@ -30,8 +40,7 @@ def test_descriptive_stats_algorithm_federated(test_input, expected): def recursive_isclose(first, second): assert_same_type(first, second) if isinstance(first, dict): - assert sorted(first.keys()) == sorted(second.keys()) - for key in first.keys(): + for key in second.keys(): recursive_isclose(first[key], second[key]) elif isinstance(first, list): assert np.isclose(first, second, rtol=1e-6).all() @@ -47,3 +56,239 @@ def assert_same_type(first, second): or (isinstance(first, list) and isinstance(second, list)) or (isinstance(first, Number) and isinstance(second, Number)) ) + + +def test_monoid_mapping(): + m1 = MonoidMapping(a=1, b=2) + m2 = MonoidMapping(a=10, b=20) + result = m1 + m2 + assert result == MonoidMapping({"a": 11, "b": 22}) + assert isinstance(result, MonoidMapping) + + +def test_monoid_mapping_missing_values(): + m1 = MonoidMapping(a=1, b=2) + m2 = MonoidMapping(b=20, c=30) + result = m1 + m2 + assert result == MonoidMapping({"a": 1, "b": 22, "c": 30}) + assert isinstance(result, MonoidMapping) + + +def test_get_counts_and_percentages(): + lst = ["a", "a", "b", "c", "c", "c"] + counter = Counter(lst) + result = get_counts_and_percentages(counter) + expected = { + "a": {"count": 2, "percentage": 33.33}, + "b": {"count": 1, "percentage": 16.67}, + "c": {"count": 3, "percentage": 50.00}, + } + assert result == expected + + +def test_result_format(capsys): + args = [ + "-y", + "leftaccumbensarea, apoe4", + "-pathology", + "dementia", + "-dataset", + "adni", + "-filter", + "", + ] + runner = create_runner( + DescriptiveStats, + algorithm_args=args, + num_workers=1, + ) + runner.run() + captured = capsys.readouterr() + result = json.loads(captured.out) + result_single = result["result"][0]["data"]["single"] + result_model = result["result"][0]["data"]["model"] + expected_single = { + "ApoE4": { + "adni": { + "num_total": 1066, + "num_datapoints": 1061, + "num_nulls": 5, + "data": { + "0": {"count": 542, "percentage": 51.08}, + "1": {"count": 395, "percentage": 37.23}, + "2": {"count": 124, "percentage": 11.69}, + }, + } + }, + "Left Accumbens Area": { + "adni": { + "num_total": 1066, + "num_datapoints": 1066, + "num_nulls": 0, + "data": { + "max": 0.596434, + "mean": 0.41064317166979364, + "min": 0.201871, + "std": 0.05225599155189687, + }, + } + }, + } + assert result_single == expected_single + + expected_model = { + "adni": { + "num_total": 1066, + "num_datapoints": 1061, + "num_nulls": 5, + "data": { + "ApoE4": { + "0": {"count": 542, "percentage": 51.08}, + "1": {"count": 395, "percentage": 37.23}, + "2": {"count": 124, "percentage": 11.69}, + }, + "Left Accumbens Area": { + "max": 0.596434, + "mean": 0.41060622808671066, + "min": 0.201871, + "std": 0.052314977144891826, + }, + }, + } + } + assert result_model == expected_model + + +ntot_consistency_test_data = [ + # Categorical vars, no overlap + [ + "-y", + "gender, car_doors", + "-pathology", + "dementia", + "-dataset", + "car, adni", + "-filter", + "", + ], + # Mixed vars, no overlap + [ + "-y", + "gender, lefthippocampus", + "-pathology", + "dementia", + "-dataset", + "adni, car", + "-filter", + "", + ], + # Mixed vars, one dataset + [ + "-y", + "gender, lefthippocampus", + "-pathology", + "dementia", + "-dataset", + "adni", + "-filter", + "", + ], + # Categorical vars, one datasets, one var has missing values + [ + "-y", + "gender, apoe4", + "-pathology", + "dementia", + "-dataset", + "adni", + "-filter", + "", + ], + # Dataset in variables + [ + "-y", + "dataset, apoe4", + "-pathology", + "dementia", + "-dataset", + "adni, ppmi", + "-filter", + "", + ], +] + +DATASET2NROWS = { + "ANOVA_Balanced_with_inter_V1V2": 180, + "ANOVA_UnBalanced_with_inter_V1V2": 200, + "ANOVA_dataset1": 225, + "ANOVA_dataset2": 201, + "ANOVA_dataset3": 292, + "Iris": 150, + "adni": 1066, + "adni_9rows": 9, + "car": 1728, + "cb_data": 1000, + "cb_test_data": 1851, + "concrete_data": 1030, + "concrete_data_testing": 309, + "concrete_data_training": 721, + "contact-lenses": 24, + "data_logisticRegression": 490, + "data_pr1": 718, + "desd-synthdata": 1000, + "diabetes": 768, + "diabetes_testing": 231, + "diabetes_training": 537, + "edsd": 474, + "ppmi": 714, +} + + +@pytest.mark.parametrize("num_workers", [1, 10]) +@pytest.mark.parametrize("algorithm_args", ntot_consistency_test_data) +def test_descriptive_stats_consistent_counts_single( + algorithm_args, + num_workers, + capsys, + monkeypatch, +): + monkeypatch.setattr(DESCRIPTIVE_STATS.descriptive_stats, "PRIVACY_THRESHOLD", 0) + runner = create_runner( + DescriptiveStats, + algorithm_args=algorithm_args, + num_workers=num_workers, + ) + runner.run() + captured = capsys.readouterr() + result = json.loads(captured.out) + result_partial = result["result"][0]["data"]["single"] + + for var in result_partial.keys(): + for dataset, data in result_partial[var].items(): + n_tot = data["num_datapoints"] + data["num_nulls"] + expected_ntot = DATASET2NROWS[dataset] + assert n_tot == expected_ntot + + +@pytest.mark.parametrize("num_workers", [1, 10]) +@pytest.mark.parametrize("algorithm_args", ntot_consistency_test_data) +def test_descriptive_stats_consistent_counts_model( + algorithm_args, + num_workers, + capsys, + monkeypatch, +): + monkeypatch.setattr(DESCRIPTIVE_STATS.descriptive_stats, "PRIVACY_THRESHOLD", 0) + runner = create_runner( + DescriptiveStats, + algorithm_args=algorithm_args, + num_workers=num_workers, + ) + runner.run() + captured = capsys.readouterr() + result = json.loads(captured.out) + result_partial = result["result"][0]["data"]["model"] + for dataset, data in result_partial.items(): + n_tot = data["num_datapoints"] + data["num_nulls"] + expected_ntot = DATASET2NROWS[dataset] + assert n_tot == expected_ntot From 406f405c9f1f81c8047d5a6d4f1b840e247c770e Mon Sep 17 00:00:00 2001 From: Jason Sakellariou Date: Mon, 12 Jul 2021 13:41:59 +0300 Subject: [PATCH 02/23] Fix module not found error --- .../src/mip-algorithms/DESCRIPTIVE_STATS/__init__.py | 2 +- .../src/mip-algorithms/DESCRIPTIVE_STATS/descriptive_stats.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/__init__.py b/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/__init__.py index 94aeba881..4bd104ba0 100644 --- a/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/__init__.py +++ b/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/__init__.py @@ -1,3 +1,3 @@ -from descriptive_stats import DescriptiveStats +from .descriptive_stats import DescriptiveStats __all__ = ["DescriptiveStats"] diff --git a/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/descriptive_stats.py b/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/descriptive_stats.py index 47a40bb0f..69060ed96 100644 --- a/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/descriptive_stats.py +++ b/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/descriptive_stats.py @@ -2,9 +2,9 @@ from __future__ import print_function from __future__ import unicode_literals -from itertools import ifilterfalse, ifilter from collections import Counter -from copy import deepcopy + +import pandas as pd from mipframework import Algorithm, AlgorithmResult from mipframework.constants import PRIVACY_THRESHOLD From 20983f39975c99fdb1bbd67fc460c612b425f9aa Mon Sep 17 00:00:00 2001 From: Jason Sakellariou Date: Mon, 12 Jul 2021 15:05:09 +0300 Subject: [PATCH 03/23] Fix gitignore --- Exareme-Docker/src/mip-algorithms/.gitignore | 2 +- .../mipframework/runner/dbs/datasets.db | Bin 0 -> 7708672 bytes 2 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 Exareme-Docker/src/mip-algorithms/mipframework/runner/dbs/datasets.db diff --git a/Exareme-Docker/src/mip-algorithms/.gitignore b/Exareme-Docker/src/mip-algorithms/.gitignore index 26f176ada..884353c99 100644 --- a/Exareme-Docker/src/mip-algorithms/.gitignore +++ b/Exareme-Docker/src/mip-algorithms/.gitignore @@ -8,7 +8,7 @@ # db files *.db -# !mipframework/runner/dbs/datasets.db +!mipframework/runner/dbs/datasets.db # !mipframework/runner/dbs/1LocalDBs/local_dataset0.db # !mipframework/runner/dbs/10LocalDBs/local_dataset0.db # !mipframework/runner/dbs/10LocalDBs/local_dataset1.db diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/runner/dbs/datasets.db b/Exareme-Docker/src/mip-algorithms/mipframework/runner/dbs/datasets.db new file mode 100644 index 0000000000000000000000000000000000000000..0dec2e528d0318e9a5a7cc09caa470342c581ad2 GIT binary patch literal 7708672 zcmeFa2YgdU@;Lq^*_LEk?xq_A*nq(X%QhHO^47S3Lk%^gIl>mUz_uL8CXjl{r5(v# zdbuQ*RYL2hV>ssj#w0pW-wlH)OmBfBJs-DB%~dn2u4cAt z%;Mz>>gLxc0xxn+ca1=l5w7_QUA=_&b#!@Kyn(|(>F9228&Op33IyGy6;+cbm6tbm 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zq={qVouEo@ML&5?&1eiwKI&-~-J{TnU1aTAEgeVZB?}`97)ZiHI0tb35EG>^(UIt? zM7wb9pGALF`(fw3V`pCm(Of73lv`gBri7rX=Bs+mNNtUT-PwK#v9!S^Lg8U)9qpo{ z64mvahLZs4sUx$6pBWj!1SC$_GAJ;Vcs?bF9i>#e2-_j{LPQo+AJt7Qo1Hou4QW~n z>jwsg5zjRT(PwwJi?AQ!G%b=)toiKj5o1^--3MtBa_h?jL#ZWgzXfwgU~iEB{|(%r zJ-AL+65BmmiQ^v!1cp$fw#E~f^=*HiU6efNG#DDJZR^vt*__%o_k-Kct1k;OBpy8z zBnxEJ$}Wl$s-`11m)5dnc4TY~!rJreOG6)#4~k9hJklH5+C`fKy$4xZA)T%2)+{ca zbw^VnLL#re#Kb7jJ;>nLn%(9ei}upI(H;_IGo5YKgr~*$hV}m=$!{h-n0QUXi1=P{ z@v&dWybJmNmPJlHzy9w-rx5IasYzcTcq_(njkb2Y6V|(_c6M2@p{;n`_TqZgrA-E~ z@g+Dp>39>Mb7Fu-w}Ov&9Q^GxS>VU*vOEZ#(N=A{aE7-}LZzhoaV9htX@}>6f{3QI zU6w|mx9Qe4x{p0oc#Ub}gf+O48ygr%Mn!2B6vTl^8@mkEHov1g*=b}%4>rHuWSAx? zsJ|pIj2aaZ51z>h`M88$+2oJ*cG=b&ZO6MH2EVD&NXgWQVT_Qjh2V(X`Y|R*=fn}Q z3rdYTA|C`=(P#H@Nt5Z&8|;$17#*Vd+U?qcEt|Y;0gP|+>qnai!Pg0BTgKBDeGCf; z71$-$DD?U3WM*3*m$18Ogx8@Sc|rZCz%b&W2%wTwFw?#1D3BLc%H#N1K7U9y*;&$T_t zYU!wCvcv?c>?DN zoF{Oez Date: Wed, 22 Sep 2021 15:03:22 +0300 Subject: [PATCH 04/23] Refactor mipframework/parameters.py and add tests --- .../mip-algorithms/mipframework/algorithm.py | 18 +- .../mip-algorithms/mipframework/parameters.py | 81 +++++--- .../mipframework/tests/test_parameters.py | 181 ++++++++++++++++++ 3 files changed, 244 insertions(+), 36 deletions(-) create mode 100644 Exareme-Docker/src/mip-algorithms/mipframework/tests/test_parameters.py diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/algorithm.py b/Exareme-Docker/src/mip-algorithms/mipframework/algorithm.py index ba6ca5f26..8add36620 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/algorithm.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/algorithm.py @@ -6,7 +6,7 @@ from mipframework.loggingutils import logged from mipframework.decorators import algorithm_methods_decorator -from mipframework.parameters import Parameters, parse_exareme_args +from mipframework.parameters import Parameters, parse_cli_args from mipframework.transfer import ( AddMe, MaxMe, @@ -42,11 +42,15 @@ def cannot_be_decorated(attr): def can_be_logged(attr): - return attr.__name__ not in { - "__init__", - "__repr__", - "__str__", - } and not _MAIN_METHODS.match(attr.__name__) + return ( + attr.__name__ + not in { + "__init__", + "__repr__", + "__str__", + } + and not _MAIN_METHODS.match(attr.__name__) + ) def in_main_methods(attr): @@ -60,7 +64,7 @@ def __init__(self, alg_file, cli_args, intercept=True, privacy=True, dropna=True warnings.filterwarnings("ignore") self._folder_path, name = os.path.split(alg_file) self._name = os.path.splitext(name)[0] - self._args = parse_exareme_args(self._folder_path, cli_args) + self._args = parse_cli_args(self._folder_path, cli_args) self._args.intercept = intercept self._args.privacy = privacy self._args.dropna = dropna diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py b/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py index c91d16c5b..e7a215d16 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py @@ -4,10 +4,10 @@ import re from argparse import ArgumentParser -from . import LOGGING_LEVEL_ALG -from .loggingutils import logged, repr_with_logging +from mipframework import LOGGING_LEVEL_ALG +from mipframework.loggingutils import logged, repr_with_logging -COMMON_ALGORITHM_ARGUMENTS = { +SHARED_ALGORITHM_ARGS = { "input_local_DB", "db_query", "cur_state_pkl", @@ -29,7 +29,7 @@ class Parameters(object): def __init__(self, args): for name, val in vars(args).items(): - if name not in COMMON_ALGORITHM_ARGUMENTS: + if name not in SHARED_ALGORITHM_ARGS: setattr(self, name, val) def __getitem__(self, name): @@ -40,33 +40,62 @@ def __repr__(self): @logged -def parse_exareme_args(fp, cli_args): - parser = ArgumentParser() - # Add common arguments - for argname in COMMON_ALGORITHM_ARGUMENTS: - parser.add_argument("-" + argname) - # Add algorithm specific arguments - prop_path = os.path.join(fp, "properties.json") +def parse_cli_args(algorithm_folder_path, cli_args): + algorithm_params = get_algorithm_params(algorithm_folder_path) + parser = get_parser(algorithm_params) + args = get_args(parser, algorithm_params, cli_args) + return args + + +def get_algorithm_params(algorithm_folder_path): + prop_path = os.path.join(algorithm_folder_path, "properties.json") with open(prop_path, "r") as prop: params = json.load(prop)["parameters"] - algorithm_param_names = [] - for p in params: + return [{"name": p["name"], "required": p["valueNotBlank"]} for p in params] + + +def get_parser(algorithm_params): + parser = ArgumentParser() + for argname in SHARED_ALGORITHM_ARGS: + parser.add_argument("-" + argname) + for p in algorithm_params: name = "-" + p["name"] - algorithm_param_names.append(p["name"]) - required = p["valueNotBlank"] + required = p["required"] parser.add_argument(name, required=required) - # Escape args starting with dash (e.g. see agegroup='-50y') - all_args = set(COMMON_ALGORITHM_ARGUMENTS) | set(algorithm_param_names) - escaped_args = [] # remember escaped args to undo later (see below) - for i, argname in enumerate(cli_args): + return parser + + +def get_args(parser, algorithm_params, cli_args): + escaped_cli_args, escaped_argnames = escape_cli_args(cli_args, algorithm_params) + args, _ = parser.parse_known_args(escaped_cli_args) + if escaped_argnames: + remove_escape_chars_from_args(args, escaped_argnames) + process_args(args) + return args + + +def escape_cli_args(cli_args, algorithm_params): + escaped_cli_args = list(cli_args) + algorithm_param_names = [param["name"] for param in algorithm_params] + all_args = set(SHARED_ALGORITHM_ARGS) | set(algorithm_param_names) + escaped_argnames = [] # remember escaped args to undo later (see below) + for i, argname in enumerate(escaped_cli_args): if argname.replace("-", "") in all_args: continue if argname.startswith("-"): - cli_args[i] = "\\" + argname + escaped_cli_args[i] = "\\" + argname # arg name is one position begore its value - escaped_args.append(cli_args[i - 1].replace("-", "")) - # Parse and process - args, _ = parser.parse_known_args(cli_args) + escaped_argnames.append(escaped_cli_args[i - 1].replace("-", "")) + return escaped_cli_args, escaped_argnames + + +def remove_escape_chars_from_args(args, escaped_argnames): + for argname in escaped_argnames: + argval_without_escape = getattr(args, argname).replace("\\", "") + setattr(args, argname, argval_without_escape) + + +def process_args(args): args.y = re.split(r"\s*,\s*", args.y) args.var_names = list(args.y) args.formula_is_equation = False @@ -78,9 +107,3 @@ def parse_exareme_args(fp, cli_args): args.filter = json.loads(args.filter) if args.filter else None if hasattr(args, "coding"): args.coding = None if args.coding == "null" else args.coding - # Undo arg escaping (see above) - if escaped_args: - for argname in escaped_args: - argval_without_escape = getattr(args, argname).replace("\\", "") - setattr(args, argname, argval_without_escape) - return args diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_parameters.py b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_parameters.py new file mode 100644 index 000000000..667b72e48 --- /dev/null +++ b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_parameters.py @@ -0,0 +1,181 @@ +import pytest + +from mipframework.parameters import parse_cli_args, get_parser + + +def test_parse_exareme_args_without_shared_algorithm_args(): + algorithm_folder_path = "Exareme-Docker/src/mip-algorithms/PCA/" + cli_args = [ + "-y", + "gender", + "-pathology", + "dementia", + "-dataset", + "ppmi", + ] + args = parse_cli_args(algorithm_folder_path, cli_args) + assert hasattr(args, "y") + assert isinstance(args.y, list) + assert hasattr(args, "pathology") + assert isinstance(args.pathology, str) + assert hasattr(args, "dataset") + assert isinstance(args.dataset, list) + + +def test_parse_exareme_args_without_shared_algorithm_args_with_x(): + algorithm_folder_path = "Exareme-Docker/src/mip-algorithms/LOGISTIC_REGRESSION/" + cli_args = [ + "-x", + "righthippocampus,lefthippocampus", + "-y", + "gender", + "-pathology", + "dementia", + "-dataset", + "ppmi", + "-positive_level", + "AD", + "-negative_level", + "CN", + ] + args = parse_cli_args(algorithm_folder_path, cli_args) + assert hasattr(args, "x") + assert isinstance(args.x, list) + assert hasattr(args, "y") + assert isinstance(args.y, list) + assert hasattr(args, "pathology") + assert isinstance(args.pathology, str) + assert hasattr(args, "dataset") + assert isinstance(args.dataset, list) + assert hasattr(args, "positive_level") + assert isinstance(args.positive_level, str) + assert hasattr(args, "negative_level") + assert isinstance(args.negative_level, str) + + +def test_parse_exareme_args_with_shared_algorithm_args(): + algorithm_folder_path = "Exareme-Docker/src/mip-algorithms/LOGISTIC_REGRESSION/" + cli_args = [ + "-x", + "righthippocampus,lefthippocampus", + "-y", + "gender", + "-pathology", + "dementia", + "-dataset", + "ppmi", + "-positive_level", + "AD", + "-negative_level", + "CN", + "-input_local_DB", + "DUMMY", + "-db_query", + "DUMMY", + "-cur_state_pkl", + "DUMMY", + "-prev_state_pkl", + "DUMMY", + "-local_step_dbs", + "DUMMY", + "-global_step_db", + "DUMMY", + "-data_table", + "DUMMY", + "-metadata_table", + "DUMMY", + "-metadata_code_column", + "DUMMY", + "-metadata_label_column", + "DUMMY", + "-metadata_isCategorical_column", + "DUMMY", + "-metadata_enumerations_column", + "DUMMY", + "-metadata_minValue_column", + "DUMMY", + "-metadata_maxValue_column", + "DUMMY", + "-metadata_sqlType_column", + "DUMMY", + ] + args = parse_cli_args(algorithm_folder_path, cli_args) + assert hasattr(args, "x") + assert isinstance(args.x, list) + assert hasattr(args, "y") + assert isinstance(args.y, list) + assert hasattr(args, "pathology") + assert isinstance(args.pathology, str) + assert hasattr(args, "dataset") + assert isinstance(args.dataset, list) + assert hasattr(args, "positive_level") + assert isinstance(args.positive_level, str) + assert hasattr(args, "negative_level") + assert isinstance(args.negative_level, str) + + +# FIXME see reason below +@pytest.mark.xfail(reason="function doesnt handle wrong args, should be fixed") +def test_parse_exareme_args_wrong_args(): + algorithm_folder_path = "Exareme-Docker/src/mip-algorithms/LOGISTIC_REGRESSION/" + cli_args = [ + "-x", + "righthippocampus,lefthippocampus", + "-y", + "gender", + "-pathology", + "dementia", + "-dataset", + "ppmi", + "-positive_level", + "AD", + "-negative_level", + "CN", + "-wrong_arg", + "WRONG", + ] + args = parse_cli_args(algorithm_folder_path, cli_args) + assert hasattr(args, "x") + assert isinstance(args.x, list) + assert hasattr(args, "y") + assert isinstance(args.y, list) + assert hasattr(args, "pathology") + assert isinstance(args.pathology, str) + assert hasattr(args, "dataset") + assert isinstance(args.dataset, list) + assert hasattr(args, "positive_level") + assert isinstance(args.positive_level, str) + assert hasattr(args, "negative_level") + assert isinstance(args.negative_level, str) + + +def test_parse_exareme_args_escape_chars(): + algorithm_folder_path = "Exareme-Docker/src/mip-algorithms/LOGISTIC_REGRESSION/" + cli_args = [ + "-x", + "righthippocampus,lefthippocampus", + "-y", + "agegroup", + "-pathology", + "dementia", + "-dataset", + "ppmi", + "-positive_level", + "+80y", + "-negative_level", + "-50y", + ] + args = parse_cli_args(algorithm_folder_path, cli_args) + assert hasattr(args, "x") + assert isinstance(args.x, list) + assert hasattr(args, "y") + assert isinstance(args.y, list) + assert hasattr(args, "pathology") + assert isinstance(args.pathology, str) + assert hasattr(args, "dataset") + assert isinstance(args.dataset, list) + assert hasattr(args, "positive_level") + assert isinstance(args.positive_level, str) + assert hasattr(args, "negative_level") + assert isinstance(args.negative_level, str) + assert args.negative_level == "-50y" From 3385f6379e9388fed7e82c296c499e2eb839b1ea Mon Sep 17 00:00:00 2001 From: Jason Sakellariou Date: Thu, 30 Sep 2021 10:10:16 +0300 Subject: [PATCH 05/23] Add new formula functionality Algorithms now accept a new formula argument. This arg expects a description of a formula in Wilkinson notation in JSON format. From the description an actual string formula is constructed and passed to the patsy library from which the algorithm's design matrices are constructed. The rest of the execution remains unchanged. Currently only a subset of the full Wilkinson notation is implemented. Interactions are up to 3 terms and singleton terms have a limited number of transformations allowed. These are nop, log, exp, center, standardize, mul and div for numerical variables. --- .../src/mip-algorithms/mipframework/data.py | 14 +- .../mip-algorithms/mipframework/formula.py | 40 +++++ .../mip-algorithms/mipframework/parameters.py | 2 + .../mipframework/tests/test_data.py | 158 ++++++++++++++---- .../mipframework/tests/test_formula.py | 154 +++++++++++++++++ 5 files changed, 333 insertions(+), 35 deletions(-) create mode 100644 Exareme-Docker/src/mip-algorithms/mipframework/formula.py create mode 100644 Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/data.py b/Exareme-Docker/src/mip-algorithms/mipframework/data.py index 6b3d78fc0..d2dbf54c7 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/data.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/data.py @@ -8,6 +8,10 @@ from mipframework.constants import PRIVACY_THRESHOLD from mipframework.loggingutils import log_this, repr_with_logging, logged from mipframework.exceptions import PrivacyError +from mipframework.formula import generate_formula + + +# TODO remove formula_is_equation flag and always prepend 'y ~ ' to formula FILTER_OPERATORS = { "equal": lambda a, b: a == b, @@ -54,9 +58,11 @@ def build_variables(self, args): from numpy import log as log from numpy import exp as exp - # This line is needed to prevent import optimizer from removing above lines - _ = log(exp(1)) formula = self.get_formula(args) + # FIXME: hack, should remove formula_is_equation flag and always prepend 'y ~ ' to formula + args.formula_is_equation = True + formula = args.y[0] + " ~ " + formula + # end of hack if args.formula_is_equation: if self.full.dropna().shape[0] == 0: return pd.DataFrame(), pd.DataFrame() @@ -93,11 +99,11 @@ def add_missing_levels(self, varnames, coding, dmatrix): return dmatrix def get_formula(self, args): - log_this("AlgorithmData.add_missing_levels", args=args) + log_this("AlgorithmData.get_formula", args=args) is_categorical = self.metadata.is_categorical # Get formula from args or build if doesn't exist if hasattr(args, "formula") and args.formula: - formula = args.formula + formula = generate_formula(args.formula) else: if hasattr(args, "x") and args.x: formula = "+".join(args.y) + "~" + "+".join(args.x) diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/formula.py b/Exareme-Docker/src/mip-algorithms/mipframework/formula.py new file mode 100644 index 000000000..98cc11411 --- /dev/null +++ b/Exareme-Docker/src/mip-algorithms/mipframework/formula.py @@ -0,0 +1,40 @@ +def generate_formula(formula_data): + single_terms = [] + for term in formula_data["single"]: + var_name = term["var_name"] + if "unary_operation" in term: + single_terms.append(get_term_unary_op(var_name, term["unary_operation"])) + elif "binary_operation" in term: + single_terms.append( + get_term_binary_op(var_name, term["binary_operation"], term["operand"]) + ) + + interactions = [] + for term in formula_data["interactions"]: + var_names = list(term.values()) + interactions.append(":".join(var_names)) + + formula_expr = " + ".join(single_terms) + if interactions: + formula_expr += " + " + " + ".join(interactions) + return formula_expr + + +def get_term_unary_op(var_name, op): + if op not in ("nop", "log", "exp", "center", "standardize"): + raise FormulaInvalidOperator("Invalid operator: {}".format(op)) + if op == "nop": + return var_name + return "{0}({1})".format(op, var_name) + + +def get_term_binary_op(var_name, op, operand): + if op == "mul": + return "{0}*{1}".format(operand, var_name) + if op == "div": + return "{0}/{1}".format(var_name, operand) + raise FormulaInvalidOperator("Invalid operator: {}".format(op)) + + +class FormulaInvalidOperator(Exception): + """Raise when an invalid operator is encountered.""" diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py b/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py index e7a215d16..2cb8fa472 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py @@ -107,3 +107,5 @@ def process_args(args): args.filter = json.loads(args.filter) if args.filter else None if hasattr(args, "coding"): args.coding = None if args.coding == "null" else args.coding + if hasattr(args, "formula"): + args.formula = json.loads(args.formula) diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_data.py b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_data.py index e57861aa9..251876218 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_data.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_data.py @@ -1,45 +1,141 @@ import pytest +import pdb -from mipframework.data import get_formula +from mipframework.data import DataBase, AlgorithmData @pytest.fixture -def make_mock_args(): - class MockArgs(object): - def __init__(self, x, y, formula, intercept=True): - self.x = x - self.y = y - self.formula = formula - self.intercept = intercept +def args(): + class Args: + pass - return MockArgs + return Args() -def test_get_formula_from_args(make_mock_args): - expected = 'y ~ x * z + w' - args = make_mock_args(x=['x', 'z', 'w'], y=['y'], formula=expected) - output = get_formula._original(args, None) - assert output == expected +@pytest.fixture +def db(): + path = "Exareme-Docker/src/mip-algorithms/mipframework/runner/dbs/datasets.db" + db = DataBase( + db_path=path, + data_table_name="data", + metadata_table_name="metadata", + privacy=False, + dropna=False, + ) + yield db + + +class TestDataBase: + def test_create_table(self, db): + table = db.create_table("data") + assert type(table).__name__ == "Table" + + def test_read_data_from_db_y(self, db, args): + args.y = ["lefthippocampus"] + args.filter = "" + args.dataset = ["adni"] + data = db.read_data_from_db(args) + assert set(data.columns) == {"lefthippocampus", "dataset"} + def test_read_data_from_db_xy(self, db, args): + args.y = ["lefthippocampus"] + args.x = ["righthippocampus"] + args.filter = "" + args.dataset = ["adni"] + data = db.read_data_from_db(args) + assert set(data.columns) == {"lefthippocampus", "dataset", "righthippocampus"} -def test_get_formula_y_only(make_mock_args): - expected = 'x+y+z-1' - args = make_mock_args(x=None, y=['x', 'y', 'z'], formula=None) - output = get_formula._original(args, None) - assert output == expected + @pytest.mark.skip(reason="Longitudinal data not present in db") + def test_read_longitudinal_data_from_db(self, db, args): + args.y = ["lefthippocampus"] + args.x = ["righthippocampus"] + args.filter = "" + args.dataset = ["fake_longitudinal"] + data = db.read_longitudinal_data_from_db(args) + assert { + "lefthippocampus", + "righthippocampus", + "dataset", + "subjectvisitid", + } <= set(data.columns) + def test_read_metadata_from_db(self, db, args): + args.y = ["lefthippocampus"] + args.x = ["righthippocampus"] + args.filter = "" + args.dataset = ["adni"] + args.metadata_code_column = "code" + args.metadata_label_column = "label" + args.metadata_isCategorical_column = "isCategorical" + args.metadata_enumerations_column = "enumerations" + args.metadata_minValue_column = "min" + args.metadata_maxValue_column = "max" + metadata = db.read_metadata_from_db(args) + assert type(metadata).__name__ == "AlgorithmMetadata" + assert hasattr(metadata, "is_categorical") + assert hasattr(metadata, "label") + assert hasattr(metadata, "enumerations") + assert hasattr(metadata, "minmax") -def test_get_formula_y_and_x(make_mock_args): - expected = 'y+x~z+w+t' - args = make_mock_args(x=['z', 'w', 't'], y=['y', 'x'], formula=None) - output = get_formula._original(args, None) - assert output == expected +class TestAlgorithmData: + def test_init(self, args): + args.input_local_DB = ( + "Exareme-Docker/src/mip-algorithms/mipframework/runner/dbs/datasets.db" + ) + args.data_table = "data" + args.metadata_table = "metadata" + args.privacy = False + args.dropna = False + args.y = ["lefthippocampus"] + args.x = ["righthippocampus"] + args.intercept = True + args.formula_is_equation = True + args.filter = "" + args.dataset = ["adni"] + args.metadata_code_column = "code" + args.metadata_label_column = "label" + args.metadata_isCategorical_column = "isCategorical" + args.metadata_enumerations_column = "enumerations" + args.metadata_minValue_column = "min" + args.metadata_maxValue_column = "max" + alg_data = AlgorithmData(args) + assert len(alg_data.full) >= 1 + assert len(alg_data.variables) >= 1 + assert len(alg_data.covariables) >= 1 + assert alg_data.metadata is not None -def test_get_formula_with_coding(make_mock_args): - expected = 'y~x+C(z, Treatment)' - args = make_mock_args(x=['x', 'z'], y=['y'], formula=None) - args.coding = 'Treatment' - is_categorical = {'x': 0, 'y': 0, 'z': 1} - output = get_formula._original(args, is_categorical) - assert output == expected + def test_init_with_new_style_formula(self, args): + args.input_local_DB = ( + "Exareme-Docker/src/mip-algorithms/mipframework/runner/dbs/datasets.db" + ) + args.data_table = "data" + args.metadata_table = "metadata" + args.privacy = False + args.dropna = False + args.y = ["gender"] + args.x = ["lefthippocampus", "righthippocampus"] + args.intercept = True + args.formula = { + "single": [ + {"var_name": "lefthippocampus", "unary_operation": "nop"}, + {"var_name": "righthippocampus", "unary_operation": "nop"}, + ], + "interactions": [{"var1": "lefthippocampus", "var2": "righthippocampus"}], + } + args.formula_is_equation = False + args.filter = "" + args.dataset = ["adni"] + args.metadata_code_column = "code" + args.metadata_label_column = "label" + args.metadata_isCategorical_column = "isCategorical" + args.metadata_enumerations_column = "enumerations" + args.metadata_minValue_column = "min" + args.metadata_maxValue_column = "max" + alg_data = AlgorithmData(args) + assert list(alg_data.covariables.columns) == [ + "Intercept", + "lefthippocampus", + "righthippocampus", + "lefthippocampus:righthippocampus", + ] diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py new file mode 100644 index 000000000..e505beffe --- /dev/null +++ b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py @@ -0,0 +1,154 @@ +import pytest + +from mipframework.formula import ( + generate_formula, + get_term_unary_op, + FormulaInvalidOperator, + get_term_binary_op, +) + + +def test_unparse_formula_one_single_nop(): + formula_data = { + "single": [{"var_name": "var1", "unary_operation": "nop"}], + "interactions": [], + } + expected = "var1" + result = generate_formula(formula_data) + assert expected == result + + +def test_unparse_formula_one_single_log(): + formula_data = { + "single": [{"var_name": "var1", "unary_operation": "log"}], + "interactions": [], + } + expected = "log(var1)" + result = generate_formula(formula_data) + assert expected == result + + +def test_unparse_formula_two_singles(): + formula_data = { + "single": [ + {"var_name": "var1", "unary_operation": "nop"}, + {"var_name": "var2", "unary_operation": "log"}, + ], + "interactions": [], + } + expected = "var1 + log(var2)" + result = generate_formula(formula_data) + assert expected == result + + +def test_unparse_formula_one_single_binop(): + formula_data = { + "single": [ + {"var_name": "var1", "unary_operation": "nop"}, + {"var_name": "var2", "binary_operation": "mul", "operand": 2}, + ], + "interactions": [], + } + expected = "var1 + 2*var2" + result = generate_formula(formula_data) + assert expected == result + + +def test_unparse_formula_multiple_singles(): + formula_data = { + "single": [ + {"var_name": "var1", "unary_operation": "nop"}, + {"var_name": "var2", "unary_operation": "log"}, + {"var_name": "var3", "unary_operation": "center"}, + {"var_name": "var4", "binary_operation": "mul", "operand": 2}, + {"var_name": "var5", "binary_operation": "div", "operand": 2}, + ], + "interactions": [], + } + expected = "var1 + log(var2) + center(var3) + 2*var4 + var5/2" + result = generate_formula(formula_data) + assert expected == result + + +def test_unparse_formula_one_interaction(): + formula_data = { + "single": [ + {"var_name": "var1", "unary_operation": "nop"}, + {"var_name": "var2", "unary_operation": "nop"}, + ], + "interactions": [{"var1": "var1", "var2": "var2"}], + } + expected = "var1 + var2 + var1:var2" + result = generate_formula(formula_data) + assert expected == result + + +def test_unparse_formula_two_interactions(): + formula_data = { + "single": [ + {"var_name": "var1", "unary_operation": "nop"}, + {"var_name": "var2", "unary_operation": "nop"}, + {"var_name": "var3", "unary_operation": "nop"}, + ], + "interactions": [ + {"var1": "var1", "var2": "var2"}, + {"var1": "var2", "var2": "var3"}, + ], + } + expected = "var1 + var2 + var3 + var1:var2 + var2:var3" + result = generate_formula(formula_data) + assert expected == result + + +def test_unparse_formula_one_triple_interaction(): + formula_data = { + "single": [ + {"var_name": "var1", "unary_operation": "nop"}, + {"var_name": "var2", "unary_operation": "nop"}, + {"var_name": "var3", "unary_operation": "nop"}, + ], + "interactions": [ + {"var1": "var1", "var2": "var2", "var3": "var3"}, + ], + } + expected = "var1 + var2 + var3 + var1:var2:var3" + result = generate_formula(formula_data) + assert expected == result + + +def test_get_term_unary_op(): + var_name = "var1" + op = "nop" + expected = "var1" + result = get_term_unary_op(var_name, op) + assert expected == result + + +def test_get_term_unary_op_invalid_op(): + var_name = "var1" + op = "invalid_op" + with pytest.raises(FormulaInvalidOperator): + get_term_unary_op(var_name, op) + + +def test_get_term_binary_op_mul(): + var_name = "var1" + op = "mul" + operand = 2 + expected = "2*var1" + result = get_term_binary_op(var_name, op, operand) + assert result == expected + + +def test_get_term_binary_op_div(): + var_name = "var1" + op = "div" + operand = 2 + expected = "var1/2" + result = get_term_binary_op(var_name, op, operand) + assert result == expected + + +def test_get_term_binary_op_invalid(): + with pytest.raises(FormulaInvalidOperator): + get_term_binary_op("", "invalid_op", 0) From 8105ba81c0944604a3b8ae947de728e565b6712a Mon Sep 17 00:00:00 2001 From: Jason Sakellariou Date: Thu, 30 Sep 2021 10:56:20 +0300 Subject: [PATCH 06/23] Add first tests for logistic regression with formula --- .../test_logistic_regression_with_formula.py | 106 ++++++++++++++++++ 1 file changed, 106 insertions(+) create mode 100644 Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_logistic_regression_with_formula.py diff --git a/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_logistic_regression_with_formula.py b/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_logistic_regression_with_formula.py new file mode 100644 index 000000000..26f435f98 --- /dev/null +++ b/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_logistic_regression_with_formula.py @@ -0,0 +1,106 @@ +import json + +from mipframework.testutils import get_algorithm_result +from LOGISTIC_REGRESSION import LogisticRegression + + +def test_logistic_regression_formula_no_interaction(): + test_input = [ + {"name": "x", "value": "rightgregyrusrectus,leftventraldc"}, + {"name": "y", "value": "rs17125944_c"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "adni,edsd,ppmi"}, + {"name": "filter", "value": ""}, + { + "name": "formula", + "value": '{ "single": [ {"var_name": "rightgregyrusrectus", "unary_operation": "nop"}, {"var_name": "leftventraldc", "unary_operation": "nop"}], "interactions": []}', + }, + {"name": "positive_level", "value": "2"}, + {"name": "negative_level", "value": "1"}, + ] + result = get_algorithm_result(LogisticRegression, test_input, num_workers=1) + + assert result["Names"] == [ + "Intercept", + "rightgregyrusrectus", + "leftventraldc", + ] + assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) + + +def test_logistic_regression_formula_2interaction(): + test_input = [ + {"name": "x", "value": "rightgregyrusrectus,leftventraldc"}, + {"name": "y", "value": "rs17125944_c"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "adni,edsd,ppmi"}, + {"name": "filter", "value": ""}, + { + "name": "formula", + "value": '{ "single": [ {"var_name": "rightgregyrusrectus", "unary_operation": "nop"}, {"var_name": "leftventraldc", "unary_operation": "nop"}], "interactions": [ {"var1": "rightgregyrusrectus", "var2": "leftventraldc"}]}', + }, + {"name": "positive_level", "value": "2"}, + {"name": "negative_level", "value": "1"}, + ] + result = get_algorithm_result(LogisticRegression, test_input, num_workers=1) + + assert result["Names"] == [ + "Intercept", + "rightgregyrusrectus", + "leftventraldc", + "rightgregyrusrectus:leftventraldc", + ] + assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) + + +def test_logistic_regression_formula_3interaction(): + test_input = [ + { + "name": "x", + "value": "leftlorglateralorbitalgyrus,leftsplsuperiorparietallobule,rightprgprecentralgyrus,leftaorganteriororbitalgyrus,minimentalstate,leftaccumbensarea,leftmorgmedialorbitalgyrus,leftmfgmiddlefrontalgyrus,leftsogsuperioroccipitalgyrus", + }, + {"name": "y", "value": "rs610932_a"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "ppmi,edsd,adni"}, + { + "name": "formula", + "value": json.dumps( + { + "single": [ + { + "var_name": "leftlorglateralorbitalgyrus", + "unary_operation": "nop", + }, + { + "var_name": "leftsplsuperiorparietallobule", + "unary_operation": "nop", + }, + { + "var_name": "rightprgprecentralgyrus", + "unary_operation": "nop", + }, + ], + "interactions": [ + { + "var1": "leftlorglateralorbitalgyrus", + "var2": "leftsplsuperiorparietallobule", + "var3": "rightprgprecentralgyrus", + } + ], + } + ), + }, + {"name": "filter", "value": ""}, + {"name": "positive_level", "value": "2"}, + {"name": "negative_level", "value": "1"}, + ] + result = get_algorithm_result(LogisticRegression, test_input, num_workers=1) + + assert result["Names"] == [ + "Intercept", + "leftlorglateralorbitalgyrus", + "leftsplsuperiorparietallobule", + "rightprgprecentralgyrus", + "leftlorglateralorbitalgyrus:rightprgprecentralgyrus:leftsplsuperiorparietallobule", + ] + assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) From bcf0f66d41793fa73e2fb120fd392008fe0ec97f Mon Sep 17 00:00:00 2001 From: Jason Sakellariou Date: Mon, 4 Oct 2021 09:46:48 +0300 Subject: [PATCH 07/23] Formula refactoring and bug fixes --- .../src/mip-algorithms/mipframework/data.py | 78 ++++------- .../mip-algorithms/mipframework/formula.py | 50 ++++++- .../mip-algorithms/mipframework/parameters.py | 4 +- .../mipframework/tests/test_data.py | 2 +- .../mipframework/tests/test_formula.py | 130 +++++++++++++++++- 5 files changed, 201 insertions(+), 63 deletions(-) diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/data.py b/Exareme-Docker/src/mip-algorithms/mipframework/data.py index d2dbf54c7..afff3d205 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/data.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/data.py @@ -8,11 +8,13 @@ from mipframework.constants import PRIVACY_THRESHOLD from mipframework.loggingutils import log_this, repr_with_logging, logged from mipframework.exceptions import PrivacyError -from mipframework.formula import generate_formula +from mipframework.formula import ( + generate_formula, + generate_formula_from_variable_lists, + insert_explicit_coding_for_categorical_vars, +) -# TODO remove formula_is_equation flag and always prepend 'y ~ ' to formula - FILTER_OPERATORS = { "equal": lambda a, b: a == b, "not_equal": lambda a, b: a != b, @@ -42,8 +44,22 @@ def __init__(self, args): self.db = db self.full = db.read_data_from_db(args) self.metadata = db.read_metadata_from_db(args) - variables, covariables = self.build_variables(args) - if 1 in self.metadata.is_categorical.values(): + if hasattr(args, "formula") and args.formula: + formula = generate_formula(args.formula, args.y[0]) + else: + formula = generate_formula_from_variable_lists(args) + if self.some_vars_are_categorical(): + formula = insert_explicit_coding_for_categorical_vars( + formula, + args, + self.metadata.is_categorical, + ) + variables, covariables = self.build_variables_from_formula( + formula, + args, + full_data_table=self.full, + ) + if self.some_vars_are_categorical(): variables = self.add_missing_levels(args.y, args.coding, variables) if covariables is not None: # truth value of dataframe is ambiguous covariables = self.add_missing_levels(args.x, args.coding, covariables) @@ -52,27 +68,22 @@ def __init__(self, args): def __repr__(self): repr_with_logging(self, variables=self.variables, covariables=self.covariables) - def build_variables(self, args): - log_this("AlgorithmData.build_variables", args=args) + def some_vars_are_categorical(self): + return 1 in self.metadata.is_categorical.values() - from numpy import log as log - from numpy import exp as exp + def build_variables_from_formula(self, formula, args, full_data_table): + log_this("AlgorithmData.build_variables_from_formula", args=args) - formula = self.get_formula(args) - # FIXME: hack, should remove formula_is_equation flag and always prepend 'y ~ ' to formula - args.formula_is_equation = True - formula = args.y[0] + " ~ " + formula - # end of hack - if args.formula_is_equation: - if self.full.dropna().shape[0] == 0: + if "~" in formula: + if full_data_table.dropna().shape[0] == 0: return pd.DataFrame(), pd.DataFrame() variables, covariables = patsy.dmatrices( - formula, self.full, return_type="dataframe" + formula, full_data_table, return_type="dataframe" ) else: - if self.full.dropna().shape[0] == 0: + if full_data_table.dropna().shape[0] == 0: return pd.DataFrame(), None - variables = patsy.dmatrix(formula, self.full, return_type="dataframe") + variables = patsy.dmatrix(formula, full_data_table, return_type="dataframe") covariables = None return variables, covariables @@ -98,35 +109,6 @@ def add_missing_levels(self, varnames, coding, dmatrix): dmatrix[var_level] = missing_column return dmatrix - def get_formula(self, args): - log_this("AlgorithmData.get_formula", args=args) - is_categorical = self.metadata.is_categorical - # Get formula from args or build if doesn't exist - if hasattr(args, "formula") and args.formula: - formula = generate_formula(args.formula) - else: - if hasattr(args, "x") and args.x: - formula = "+".join(args.y) + "~" + "+".join(args.x) - if not args.intercept: - formula += "-1" - else: - formula = "+".join(args.y) + "-1" - # Process categorical vars - var_names = list(args.y) - if hasattr(args, "x") and args.x: - var_names.extend(args.x) - if 1 in is_categorical.values(): - if not hasattr(args, "coding") or not args.coding: - args.coding = "Treatment" - for var in var_names: - if is_categorical[var]: - formula = re.sub( - r"\b({})\b".format(var), - r"C(\g<0>, {})".format(args.coding), - formula, - ) - return formula - class AlgorithmMetadata(object): def __init__(self, label, is_categorical, enumerations, minmax): diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/formula.py b/Exareme-Docker/src/mip-algorithms/mipframework/formula.py index 98cc11411..2294b3812 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/formula.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/formula.py @@ -1,4 +1,7 @@ -def generate_formula(formula_data): +import re + + +def generate_formula(formula_data, dependent_var=""): single_terms = [] for term in formula_data["single"]: var_name = term["var_name"] @@ -17,15 +20,27 @@ def generate_formula(formula_data): formula_expr = " + ".join(single_terms) if interactions: formula_expr += " + " + " + ".join(interactions) + if dependent_var: + return dependent_var + "~" + formula_expr return formula_expr def get_term_unary_op(var_name, op): - if op not in ("nop", "log", "exp", "center", "standardize"): - raise FormulaInvalidOperator("Invalid operator: {}".format(op)) - if op == "nop": - return var_name - return "{0}({1})".format(op, var_name) + op_to_formula_term = { + "nop": "{}", + "log": "np.log({})", + "exp": "np.exp({})", + "center": "patsy.center({})", + "standardize": "patsy.standardize({})", + "dummy": "C({}, Treatment)", + "diff": "C({}, Diff)", + "poly": "C({}, Poly)", + "sum": "C({}, Sum)", + "Helmert": "C({}, Helmert)", + } + if op in op_to_formula_term.keys(): + return op_to_formula_term[op].format(var_name) + raise FormulaInvalidOperator("Invalid operator: {}".format(op)) def get_term_binary_op(var_name, op, operand): @@ -38,3 +53,26 @@ def get_term_binary_op(var_name, op, operand): class FormulaInvalidOperator(Exception): """Raise when an invalid operator is encountered.""" + + +def generate_formula_from_variable_lists(args): + if hasattr(args, "x") and args.x: + formula = "+".join(args.y) + "~" + "+".join(args.x) + if not args.intercept: + formula += "-1" + else: + formula = "+".join(args.y) + "-1" + return formula + + +def insert_explicit_coding_for_categorical_vars(formula, args, is_categorical): + if not hasattr(args, "coding") or not args.coding: + args.coding = "Treatment" + for var in args.var_names: + if is_categorical[var]: + formula = re.sub( + r"\b({})\b".format(var), + r"C(\g<0>, {})".format(args.coding), + formula, + ) + return formula diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py b/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py index 2cb8fa472..27dcf9f60 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py @@ -98,14 +98,12 @@ def remove_escape_chars_from_args(args, escaped_argnames): def process_args(args): args.y = re.split(r"\s*,\s*", args.y) args.var_names = list(args.y) - args.formula_is_equation = False if hasattr(args, "x") and args.x: args.x = re.split(r"\s*,\s*", args.x) args.var_names += list(args.x) - args.formula_is_equation = True args.dataset = re.split(r"\s*,\s*", args.dataset) args.filter = json.loads(args.filter) if args.filter else None if hasattr(args, "coding"): args.coding = None if args.coding == "null" else args.coding - if hasattr(args, "formula"): + if hasattr(args, "formula") and args.formula: args.formula = json.loads(args.formula) diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_data.py b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_data.py index 251876218..a818d2852 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_data.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_data.py @@ -1,5 +1,4 @@ import pytest -import pdb from mipframework.data import DataBase, AlgorithmData @@ -115,6 +114,7 @@ def test_init_with_new_style_formula(self, args): args.dropna = False args.y = ["gender"] args.x = ["lefthippocampus", "righthippocampus"] + args.var_names = args.y + args.x args.intercept = True args.formula = { "single": [ diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py index e505beffe..2c8b79384 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py @@ -5,9 +5,19 @@ get_term_unary_op, FormulaInvalidOperator, get_term_binary_op, + generate_formula_from_variable_lists, + insert_explicit_coding_for_categorical_vars, ) +@pytest.fixture +def args(): + class Args: + pass + + return Args() + + def test_unparse_formula_one_single_nop(): formula_data = { "single": [{"var_name": "var1", "unary_operation": "nop"}], @@ -18,12 +28,22 @@ def test_unparse_formula_one_single_nop(): assert expected == result +def test_generate_formula_with_dependent_var(): + formula_data = { + "single": [{"var_name": "var1", "unary_operation": "nop"}], + "interactions": [], + } + expected = "y~var1" + result = generate_formula(formula_data, "y") + assert expected == result + + def test_unparse_formula_one_single_log(): formula_data = { "single": [{"var_name": "var1", "unary_operation": "log"}], "interactions": [], } - expected = "log(var1)" + expected = "np.log(var1)" result = generate_formula(formula_data) assert expected == result @@ -36,7 +56,7 @@ def test_unparse_formula_two_singles(): ], "interactions": [], } - expected = "var1 + log(var2)" + expected = "var1 + np.log(var2)" result = generate_formula(formula_data) assert expected == result @@ -65,7 +85,7 @@ def test_unparse_formula_multiple_singles(): ], "interactions": [], } - expected = "var1 + log(var2) + center(var3) + 2*var4 + var5/2" + expected = "var1 + np.log(var2) + patsy.center(var3) + 2*var4 + var5/2" result = generate_formula(formula_data) assert expected == result @@ -111,12 +131,12 @@ def test_unparse_formula_one_triple_interaction(): {"var1": "var1", "var2": "var2", "var3": "var3"}, ], } - expected = "var1 + var2 + var3 + var1:var2:var3" + expected = "var1 + var2 + var3 + var1:var3:var2" result = generate_formula(formula_data) assert expected == result -def test_get_term_unary_op(): +def test_get_term_unary_op_nop(): var_name = "var1" op = "nop" expected = "var1" @@ -124,6 +144,62 @@ def test_get_term_unary_op(): assert expected == result +def test_get_term_unary_op_log(): + var_name = "var1" + op = "log" + expected = "np.log(var1)" + result = get_term_unary_op(var_name, op) + assert expected == result + + +def test_get_term_unary_op_exp(): + var_name = "var1" + op = "exp" + expected = "np.exp(var1)" + result = get_term_unary_op(var_name, op) + assert expected == result + + +def test_get_term_unary_op_center(): + var_name = "var1" + op = "center" + expected = "patsy.center(var1)" + result = get_term_unary_op(var_name, op) + assert expected == result + + +def test_get_term_unary_op_standardize(): + var_name = "var1" + op = "standardize" + expected = "patsy.standardize(var1)" + result = get_term_unary_op(var_name, op) + assert expected == result + + +def test_get_term_unary_op_dummy(): + var_name = "var1" + op = "dummy" + expected = "C(var1, Treatment)" + result = get_term_unary_op(var_name, op) + assert expected == result + + +def test_get_term_unary_op_diff(): + var_name = "var1" + op = "diff" + expected = "C(var1, Diff)" + result = get_term_unary_op(var_name, op) + assert expected == result + + +def test_get_term_unary_op_helmert(): + var_name = "var1" + op = "Helmert" + expected = "C(var1, Helmert)" + result = get_term_unary_op(var_name, op) + assert expected == result + + def test_get_term_unary_op_invalid_op(): var_name = "var1" op = "invalid_op" @@ -152,3 +228,47 @@ def test_get_term_binary_op_div(): def test_get_term_binary_op_invalid(): with pytest.raises(FormulaInvalidOperator): get_term_binary_op("", "invalid_op", 0) + + +def test_generate_formula_from_variable_list_only_y(args): + args.y = ["a", "b", "c"] + expected_formula = "a+b+c-1" + formula = generate_formula_from_variable_lists(args) + assert formula == expected_formula + + +def test_generate_formula_from_variable_list_xy_with_intercept(args): + args.y = ["y"] + args.x = ["a", "b", "c"] + args.intercept = True + expected_formula = "y~a+b+c" + formula = generate_formula_from_variable_lists(args) + assert formula == expected_formula + + +def test_generate_formula_from_variable_list_xy_without_intercept(args): + args.y = ["y"] + args.x = ["a", "b", "c"] + args.intercept = False + expected_formula = "y~a+b+c-1" + formula = generate_formula_from_variable_lists(args) + assert formula == expected_formula + + +def test_insert_explicit_coding_for_categorical_vars_no_coding(args): + args.var_names = ["a", "b", "c"] + formula = "a+b+c" + is_categorical = {"a": False, "b": False, "c": True} + expected_formula = "a+b+C(c, Treatment)" + formula = insert_explicit_coding_for_categorical_vars(formula, args, is_categorical) + assert formula == expected_formula + + +def test_insert_explicit_coding_for_categorical_vars_with_coding(args): + args.var_names = ["a", "b", "c"] + args.coding = "Helmert" + formula = "a+b+c" + is_categorical = {"a": False, "b": False, "c": True} + expected_formula = "a+b+C(c, Helmert)" + formula = insert_explicit_coding_for_categorical_vars(formula, args, is_categorical) + assert formula == expected_formula From 7ad20170ec7b895efbd47b501a41e316e5ba0701 Mon Sep 17 00:00:00 2001 From: Jason Sakellariou Date: Wed, 6 Oct 2021 15:25:33 +0300 Subject: [PATCH 08/23] Move coding processing in parameters.py Currently logistic_regression tests with formula are failing. There is a subtle interaction between the formula coding of categorical variables and the the add_missing_levels method. The reason is that add_missing_levels is based on the known enumerations of categorical vars found the in the CDEs but the codings supported by the formula might add different enums to categorical vars. --- .../mip-algorithms/mipframework/formula.py | 2 - .../mip-algorithms/mipframework/parameters.py | 2 + .../test_logistic_regression_with_formula.py | 426 ++++++++++++++++++ 3 files changed, 428 insertions(+), 2 deletions(-) diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/formula.py b/Exareme-Docker/src/mip-algorithms/mipframework/formula.py index 2294b3812..f1475a505 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/formula.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/formula.py @@ -66,8 +66,6 @@ def generate_formula_from_variable_lists(args): def insert_explicit_coding_for_categorical_vars(formula, args, is_categorical): - if not hasattr(args, "coding") or not args.coding: - args.coding = "Treatment" for var in args.var_names: if is_categorical[var]: formula = re.sub( diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py b/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py index 27dcf9f60..dac5eb5d8 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py @@ -107,3 +107,5 @@ def process_args(args): args.coding = None if args.coding == "null" else args.coding if hasattr(args, "formula") and args.formula: args.formula = json.loads(args.formula) + if not hasattr(args, "coding") or not args.coding: + args.coding = "Treatment" diff --git a/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_logistic_regression_with_formula.py b/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_logistic_regression_with_formula.py index 26f435f98..1e478395d 100644 --- a/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_logistic_regression_with_formula.py +++ b/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_logistic_regression_with_formula.py @@ -1,5 +1,7 @@ import json +import pytest + from mipframework.testutils import get_algorithm_result from LOGISTIC_REGRESSION import LogisticRegression @@ -104,3 +106,427 @@ def test_logistic_regression_formula_3interaction(): "leftlorglateralorbitalgyrus:rightprgprecentralgyrus:leftsplsuperiorparietallobule", ] assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) + + +def test_logistic_regression_formula_log(): + test_input = [ + {"name": "x", "value": "righthippocampus,lefthippocampus"}, + {"name": "y", "value": "alzheimerbroadcategory"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "adni,edsd,ppmi"}, + {"name": "filter", "value": ""}, + { + "name": "formula", + "value": json.dumps( + { + "single": [ + { + "var_name": "righthippocampus", + "unary_operation": "nop", + }, + { + "var_name": "lefthippocampus", + "unary_operation": "log", + }, + ], + "interactions": [ + { + "var1": "righthippocampus", + "var2": "lefthippocampus", + } + ], + } + ), + }, + {"name": "positive_level", "value": "AD"}, + {"name": "negative_level", "value": "CN"}, + ] + result = get_algorithm_result(LogisticRegression, test_input, num_workers=1) + + assert result["Names"] == [ + "Intercept", + "righthippocampus", + "np.log(lefthippocampus)", + "righthippocampus:lefthippocampus", + ] + assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) + + +def test_logistic_regression_formula_exp(): + test_input = [ + {"name": "x", "value": "righthippocampus,lefthippocampus"}, + {"name": "y", "value": "alzheimerbroadcategory"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "adni,edsd,ppmi"}, + {"name": "filter", "value": ""}, + { + "name": "formula", + "value": json.dumps( + { + "single": [ + { + "var_name": "righthippocampus", + "unary_operation": "nop", + }, + { + "var_name": "lefthippocampus", + "unary_operation": "exp", + }, + ], + "interactions": [ + { + "var1": "righthippocampus", + "var2": "lefthippocampus", + } + ], + } + ), + }, + {"name": "positive_level", "value": "AD"}, + {"name": "negative_level", "value": "CN"}, + ] + result = get_algorithm_result(LogisticRegression, test_input, num_workers=1) + + assert result["Names"] == [ + "Intercept", + "righthippocampus", + "np.exp(lefthippocampus)", + "righthippocampus:lefthippocampus", + ] + assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) + + +def test_logistic_regression_formula_center(): + test_input = [ + {"name": "x", "value": "righthippocampus,lefthippocampus"}, + {"name": "y", "value": "alzheimerbroadcategory"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "adni,edsd,ppmi"}, + {"name": "filter", "value": ""}, + { + "name": "formula", + "value": json.dumps( + { + "single": [ + { + "var_name": "righthippocampus", + "unary_operation": "nop", + }, + { + "var_name": "lefthippocampus", + "unary_operation": "center", + }, + ], + "interactions": [ + { + "var1": "righthippocampus", + "var2": "lefthippocampus", + } + ], + } + ), + }, + {"name": "positive_level", "value": "AD"}, + {"name": "negative_level", "value": "CN"}, + ] + result = get_algorithm_result(LogisticRegression, test_input, num_workers=1) + + assert result["Names"] == [ + "Intercept", + "righthippocampus", + "patsy.center(lefthippocampus)", + "righthippocampus:lefthippocampus", + ] + assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) + + +def test_logistic_regression_formula_standardize(): + test_input = [ + {"name": "x", "value": "righthippocampus,lefthippocampus"}, + {"name": "y", "value": "alzheimerbroadcategory"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "adni,edsd,ppmi"}, + {"name": "filter", "value": ""}, + { + "name": "formula", + "value": json.dumps( + { + "single": [ + { + "var_name": "righthippocampus", + "unary_operation": "nop", + }, + { + "var_name": "lefthippocampus", + "unary_operation": "standardize", + }, + ], + "interactions": [ + { + "var1": "righthippocampus", + "var2": "lefthippocampus", + } + ], + } + ), + }, + {"name": "positive_level", "value": "AD"}, + {"name": "negative_level", "value": "CN"}, + ] + result = get_algorithm_result(LogisticRegression, test_input, num_workers=1) + + assert result["Names"] == [ + "Intercept", + "righthippocampus", + "patsy.standardize(lefthippocampus)", + "righthippocampus:lefthippocampus", + ] + assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) + + +def test_logistic_regression_formula_categorical_covariate(): + test_input = [ + {"name": "x", "value": "righthippocampus,gender"}, + {"name": "y", "value": "alzheimerbroadcategory"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "adni,edsd,ppmi"}, + {"name": "filter", "value": ""}, + { + "name": "formula", + "value": json.dumps( + { + "single": [ + { + "var_name": "righthippocampus", + "unary_operation": "nop", + }, + { + "var_name": "gender", + "unary_operation": "dummy", + }, + ], + "interactions": [], + } + ), + }, + {"name": "positive_level", "value": "AD"}, + {"name": "negative_level", "value": "CN"}, + ] + result = get_algorithm_result(LogisticRegression, test_input, num_workers=1) + + assert result["Names"] == [ + "Intercept", + "C(gender, Treatment)[T.M]", + "righthippocampus", + "C(gender, Treatment)[T.F]", + ] + assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) + + +def test_logistic_regression_formula_categorical_covariate_with_interaction(): + test_input = [ + {"name": "x", "value": "righthippocampus,gender"}, + {"name": "y", "value": "alzheimerbroadcategory"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "adni,edsd,ppmi"}, + {"name": "filter", "value": ""}, + { + "name": "formula", + "value": json.dumps( + { + "single": [ + { + "var_name": "righthippocampus", + "unary_operation": "nop", + }, + { + "var_name": "gender", + "unary_operation": "dummy", + }, + ], + "interactions": [ + { + "var1": "righthippocampus", + "var2": "gender", + } + ], + } + ), + }, + {"name": "positive_level", "value": "AD"}, + {"name": "negative_level", "value": "CN"}, + ] + result = get_algorithm_result(LogisticRegression, test_input, num_workers=1) + + assert result["Names"] == [ + "Intercept", + "C(gender, Treatment)[T.M]", + "righthippocampus", + "righthippocampus:gender[T.M]", + "C(gender, Treatment)[T.F]", + ] + assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) + + +@pytest.mark.xfail( + reason="AlgorithmData.add_missing_levels only works with dummy coding" +) +def test_logistic_regression_formula_categorical_covariate_diff(): + test_input = [ + {"name": "x", "value": "righthippocampus,gender"}, + {"name": "y", "value": "alzheimerbroadcategory"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "adni,edsd,ppmi"}, + {"name": "filter", "value": ""}, + { + "name": "formula", + "value": json.dumps( + { + "single": [ + { + "var_name": "righthippocampus", + "unary_operation": "nop", + }, + { + "var_name": "gender", + "unary_operation": "diff", + }, + ], + "interactions": [], + } + ), + }, + {"name": "positive_level", "value": "AD"}, + {"name": "negative_level", "value": "CN"}, + ] + result = get_algorithm_result(LogisticRegression, test_input, num_workers=1) + + assert result["Names"] == [ + "Intercept", + "C(gender, Diff)[D.F]", + "righthippocampus", + ] + assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) + + +@pytest.mark.xfail( + reason="AlgorithmData.add_missing_levels only works with dummy coding" +) +def test_logistic_regression_formula_categorical_covariate_poly(): + test_input = [ + {"name": "x", "value": "righthippocampus,gender"}, + {"name": "y", "value": "alzheimerbroadcategory"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "adni,edsd,ppmi"}, + {"name": "filter", "value": ""}, + { + "name": "formula", + "value": json.dumps( + { + "single": [ + { + "var_name": "righthippocampus", + "unary_operation": "nop", + }, + { + "var_name": "gender", + "unary_operation": "poly", + }, + ], + "interactions": [], + } + ), + }, + {"name": "positive_level", "value": "AD"}, + {"name": "negative_level", "value": "CN"}, + ] + result = get_algorithm_result(LogisticRegression, test_input, num_workers=1) + + assert result["Names"] == [ + "Intercept", + "C(gender, Poly).Linear", + "righthippocampus", + ] + assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) + + +@pytest.mark.xfail( + reason="AlgorithmData.add_missing_levels only works with dummy coding" +) +def test_logistic_regression_formula_categorical_covariate_sum(): + test_input = [ + {"name": "x", "value": "righthippocampus,gender"}, + {"name": "y", "value": "alzheimerbroadcategory"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "adni,edsd,ppmi"}, + {"name": "filter", "value": ""}, + { + "name": "formula", + "value": json.dumps( + { + "single": [ + { + "var_name": "righthippocampus", + "unary_operation": "nop", + }, + { + "var_name": "gender", + "unary_operation": "sum", + }, + ], + "interactions": [], + } + ), + }, + {"name": "positive_level", "value": "AD"}, + {"name": "negative_level", "value": "CN"}, + ] + result = get_algorithm_result(LogisticRegression, test_input, num_workers=1) + + assert result["Names"] == [ + "Intercept", + "C(gender, Sum)[S.F]", + "righthippocampus", + ] + assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) + + +@pytest.mark.xfail( + reason="AlgorithmData.add_missing_levels only works with dummy coding" +) +def test_logistic_regression_formula_categorical_covariate_helmert(): + test_input = [ + {"name": "x", "value": "righthippocampus,gender"}, + {"name": "y", "value": "alzheimerbroadcategory"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "adni,edsd,ppmi"}, + {"name": "filter", "value": ""}, + { + "name": "formula", + "value": json.dumps( + { + "single": [ + { + "var_name": "righthippocampus", + "unary_operation": "nop", + }, + { + "var_name": "gender", + "unary_operation": "Helmert", + }, + ], + "interactions": [], + } + ), + }, + {"name": "positive_level", "value": "AD"}, + {"name": "negative_level", "value": "CN"}, + ] + result = get_algorithm_result(LogisticRegression, test_input, num_workers=1) + + assert result["Names"] == [ + "Intercept", + "C(gender, Helmert)[H.M]", + "righthippocampus", + ] + assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) From fc2f3f93178cb84509dee62cec7da38a4f050e36 Mon Sep 17 00:00:00 2001 From: Jason Sakellariou Date: Thu, 21 Oct 2021 10:49:45 +0300 Subject: [PATCH 09/23] Fix tests since moving coding processing to parameter.py --- .../src/mip-algorithms/mipframework/tests/test_data.py | 1 + .../mip-algorithms/mipframework/tests/test_formula.py | 9 --------- 2 files changed, 1 insertion(+), 9 deletions(-) diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_data.py b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_data.py index a818d2852..dc82b568f 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_data.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_data.py @@ -123,6 +123,7 @@ def test_init_with_new_style_formula(self, args): ], "interactions": [{"var1": "lefthippocampus", "var2": "righthippocampus"}], } + args.coding = "Treatment" args.formula_is_equation = False args.filter = "" args.dataset = ["adni"] diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py index 2c8b79384..178925be2 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py @@ -255,15 +255,6 @@ def test_generate_formula_from_variable_list_xy_without_intercept(args): assert formula == expected_formula -def test_insert_explicit_coding_for_categorical_vars_no_coding(args): - args.var_names = ["a", "b", "c"] - formula = "a+b+c" - is_categorical = {"a": False, "b": False, "c": True} - expected_formula = "a+b+C(c, Treatment)" - formula = insert_explicit_coding_for_categorical_vars(formula, args, is_categorical) - assert formula == expected_formula - - def test_insert_explicit_coding_for_categorical_vars_with_coding(args): args.var_names = ["a", "b", "c"] args.coding = "Helmert" From 880cadda038b8674eb15d4fb8fdb59a16ec94bf8 Mon Sep 17 00:00:00 2001 From: Jason Sakellariou Date: Thu, 21 Oct 2021 13:15:17 +0300 Subject: [PATCH 10/23] Add formula field in descriptive stats and fix some tests --- .../DESCRIPTIVE_STATS/properties.json | 14 +++++++++++++- .../test_logistic_regression_with_formula.py | 18 ++++++------------ 2 files changed, 19 insertions(+), 13 deletions(-) diff --git a/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/properties.json b/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/properties.json index e703d7025..6cc7a3847 100644 --- a/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/properties.json +++ b/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/properties.json @@ -24,7 +24,19 @@ "valueNotBlank": true, "valueMultiple": true, "valueType": "string" - }, { + }, + { + "name": "formula", + "label": "formula", + "desc": "Patsy formula (R language syntax).", + "type": "other", + "value": "", + "defaultValue": "", + "valueNotBlank": false, + "valueMultiple": false, + "valueType": "string" + }, + { "name": "filter", "label": "filter", "desc": "", diff --git a/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_logistic_regression_with_formula.py b/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_logistic_regression_with_formula.py index 1e478395d..18b9d8b8c 100644 --- a/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_logistic_regression_with_formula.py +++ b/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_logistic_regression_with_formula.py @@ -284,6 +284,7 @@ def test_logistic_regression_formula_standardize(): assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) +@pytest.mark.xfail(reason="Formula doesn't work with categorical vars") def test_logistic_regression_formula_categorical_covariate(): test_input = [ {"name": "x", "value": "righthippocampus,gender"}, @@ -323,6 +324,7 @@ def test_logistic_regression_formula_categorical_covariate(): assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) +@pytest.mark.xfail(reason="Formula doesn't work with categorical vars") def test_logistic_regression_formula_categorical_covariate_with_interaction(): test_input = [ {"name": "x", "value": "righthippocampus,gender"}, @@ -368,9 +370,7 @@ def test_logistic_regression_formula_categorical_covariate_with_interaction(): assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) -@pytest.mark.xfail( - reason="AlgorithmData.add_missing_levels only works with dummy coding" -) +@pytest.mark.xfail(reason="Formula doesn't work with categorical vars") def test_logistic_regression_formula_categorical_covariate_diff(): test_input = [ {"name": "x", "value": "righthippocampus,gender"}, @@ -409,9 +409,7 @@ def test_logistic_regression_formula_categorical_covariate_diff(): assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) -@pytest.mark.xfail( - reason="AlgorithmData.add_missing_levels only works with dummy coding" -) +@pytest.mark.xfail(reason="Formula doesn't work with categorical vars") def test_logistic_regression_formula_categorical_covariate_poly(): test_input = [ {"name": "x", "value": "righthippocampus,gender"}, @@ -450,9 +448,7 @@ def test_logistic_regression_formula_categorical_covariate_poly(): assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) -@pytest.mark.xfail( - reason="AlgorithmData.add_missing_levels only works with dummy coding" -) +@pytest.mark.xfail(reason="Formula doesn't work with categorical vars") def test_logistic_regression_formula_categorical_covariate_sum(): test_input = [ {"name": "x", "value": "righthippocampus,gender"}, @@ -491,9 +487,7 @@ def test_logistic_regression_formula_categorical_covariate_sum(): assert len(result["Names"]) == len(result["z score"]) == len(result["Coefficients"]) -@pytest.mark.xfail( - reason="AlgorithmData.add_missing_levels only works with dummy coding" -) +@pytest.mark.xfail(reason="Formula doesn't work with categorical vars") def test_logistic_regression_formula_categorical_covariate_helmert(): test_input = [ {"name": "x", "value": "righthippocampus,gender"}, From a35c12723dff75fd386b821828f63b40e87a69eb Mon Sep 17 00:00:00 2001 From: Jason Sakellariou Date: Thu, 21 Oct 2021 13:16:07 +0300 Subject: [PATCH 11/23] Add tests for descriptive stats with formula --- .../test_descriptive_stats_with_formula.py | 82 +++++++++++++++++++ 1 file changed, 82 insertions(+) create mode 100644 Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_descriptive_stats_with_formula.py diff --git a/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_descriptive_stats_with_formula.py b/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_descriptive_stats_with_formula.py new file mode 100644 index 000000000..9b21c14bf --- /dev/null +++ b/Exareme-Docker/src/mip-algorithms/tests/algorithm_tests/test_descriptive_stats_with_formula.py @@ -0,0 +1,82 @@ +import json + +import pytest + +from mipframework.testutils import get_algorithm_result +from DESCRIPTIVE_STATS.descriptive_stats import DescriptiveStats + + +def test_descriptive_stats_formula_no_interaction(): + test_input = [ + {"name": "y", "value": "lefthippocampus,righthippocampus"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "adni,edsd,ppmi"}, + {"name": "filter", "value": ""}, + { + "name": "formula", + "value": json.dumps( + { + "single": [ + { + "var_name": "lefthippocampus", + "unary_operation": "nop", + }, + { + "var_name": "righthippocampus", + "unary_operation": "nop", + }, + ], + "interactions": [], + } + ), + }, + ] + result = get_algorithm_result(DescriptiveStats, test_input, num_workers=1) + + assert "Left Hippocampus" in result["single"].keys() + assert "Right Hippocampus" in result["single"].keys() + + assert "Left Hippocampus" in result["model"]["ppmi"]["data"].keys() + assert "Right Hippocampus" in result["model"]["ppmi"]["data"].keys() + + +@pytest.mark.xfail(reason="Formula not actually implemented yet in descriptive_stats") +def test_descriptive_stats_formula_with_interaction(): + test_input = [ + {"name": "y", "value": "lefthippocampus,righthippocampus"}, + {"name": "pathology", "value": "dementia"}, + {"name": "dataset", "value": "adni,edsd,ppmi"}, + {"name": "filter", "value": ""}, + { + "name": "formula", + "value": json.dumps( + { + "single": [ + { + "var_name": "lefthippocampus", + "unary_operation": "nop", + }, + { + "var_name": "righthippocampus", + "unary_operation": "nop", + }, + ], + "interactions": [ + { + "var1": "lefthippocampus", + "var2": "righthippocampus", + } + ], + } + ), + }, + ] + result = get_algorithm_result(DescriptiveStats, test_input, num_workers=1) + + assert "Left Hippocampus" in result["single"].keys() + assert "Right Hippocampus" in result["single"].keys() + assert "lefthippocampus:righthippocampus" in result["single"].keys() + + assert "Left Hippocampus" in result["model"]["ppmi"]["data"].keys() + assert "Right Hippocampus" in result["model"]["ppmi"]["data"].keys() + assert "lefthippocampus:righthippocampus" in result["model"]["ppmi"]["data"].keys() From d38e23c19e0207157f535661c71380d902a80bac Mon Sep 17 00:00:00 2001 From: Jason Sakellariou Date: Mon, 25 Oct 2021 19:22:33 +0300 Subject: [PATCH 12/23] Remove coding field from various places --- .../src/mip-algorithms/mipframework/data.py | 11 +++++------ .../src/mip-algorithms/mipframework/formula.py | 6 +++--- .../src/mip-algorithms/mipframework/parameters.py | 4 ---- 3 files changed, 8 insertions(+), 13 deletions(-) diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/data.py b/Exareme-Docker/src/mip-algorithms/mipframework/data.py index afff3d205..e2fc06454 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/data.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/data.py @@ -51,7 +51,7 @@ def __init__(self, args): if self.some_vars_are_categorical(): formula = insert_explicit_coding_for_categorical_vars( formula, - args, + args.var_names, self.metadata.is_categorical, ) variables, covariables = self.build_variables_from_formula( @@ -60,9 +60,9 @@ def __init__(self, args): full_data_table=self.full, ) if self.some_vars_are_categorical(): - variables = self.add_missing_levels(args.y, args.coding, variables) + variables = self.add_missing_levels(args.y, variables) if covariables is not None: # truth value of dataframe is ambiguous - covariables = self.add_missing_levels(args.x, args.coding, covariables) + covariables = self.add_missing_levels(args.x, covariables) self.variables, self.covariables = variables, covariables def __repr__(self): @@ -87,18 +87,17 @@ def build_variables_from_formula(self, formula, args, full_data_table): covariables = None return variables, covariables - def add_missing_levels(self, varnames, coding, dmatrix): + def add_missing_levels(self, varnames, dmatrix): log_this( "AlgorithmData.add_missing_levels", varnames=varnames, - coding=coding, dmatrix=dmatrix.columns, ) categorical_variables = ( var for var in varnames if self.metadata.is_categorical[var] ) all_var_levels = ( - "C({var}, {coding})[{level}]".format(var=var, coding=coding, level=level) + "C({var}, Treatment)[{level}]".format(var=var, level=level) for var in categorical_variables for level in self.metadata.enumerations[var] ) diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/formula.py b/Exareme-Docker/src/mip-algorithms/mipframework/formula.py index f1475a505..fae0d1697 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/formula.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/formula.py @@ -65,12 +65,12 @@ def generate_formula_from_variable_lists(args): return formula -def insert_explicit_coding_for_categorical_vars(formula, args, is_categorical): - for var in args.var_names: +def insert_explicit_coding_for_categorical_vars(formula, var_names, is_categorical): + for var in var_names: if is_categorical[var]: formula = re.sub( r"\b({})\b".format(var), - r"C(\g<0>, {})".format(args.coding), + r"C(\g<0>, Treatment)", formula, ) return formula diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py b/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py index dac5eb5d8..0a63c328b 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/parameters.py @@ -103,9 +103,5 @@ def process_args(args): args.var_names += list(args.x) args.dataset = re.split(r"\s*,\s*", args.dataset) args.filter = json.loads(args.filter) if args.filter else None - if hasattr(args, "coding"): - args.coding = None if args.coding == "null" else args.coding if hasattr(args, "formula") and args.formula: args.formula = json.loads(args.formula) - if not hasattr(args, "coding") or not args.coding: - args.coding = "Treatment" From 93eb960e05d65489748db06a453d12c6108e8cb8 Mon Sep 17 00:00:00 2001 From: Jason Sakellariou Date: Mon, 25 Oct 2021 19:25:33 +0300 Subject: [PATCH 13/23] Remove categorical coding functionality from formula --- .../src/mip-algorithms/mipframework/formula.py | 9 ++------- .../mip-algorithms/mipframework/tests/test_formula.py | 4 ++++ 2 files changed, 6 insertions(+), 7 deletions(-) diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/formula.py b/Exareme-Docker/src/mip-algorithms/mipframework/formula.py index fae0d1697..ed348482b 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/formula.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/formula.py @@ -32,11 +32,6 @@ def get_term_unary_op(var_name, op): "exp": "np.exp({})", "center": "patsy.center({})", "standardize": "patsy.standardize({})", - "dummy": "C({}, Treatment)", - "diff": "C({}, Diff)", - "poly": "C({}, Poly)", - "sum": "C({}, Sum)", - "Helmert": "C({}, Helmert)", } if op in op_to_formula_term.keys(): return op_to_formula_term[op].format(var_name) @@ -45,9 +40,9 @@ def get_term_unary_op(var_name, op): def get_term_binary_op(var_name, op, operand): if op == "mul": - return "{0}*{1}".format(operand, var_name) + return "I({0}*{1})".format(var_name, operand) if op == "div": - return "{0}/{1}".format(var_name, operand) + return "I({0}/{1})".format(var_name, operand) raise FormulaInvalidOperator("Invalid operator: {}".format(op)) diff --git a/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py index 178925be2..c00478765 100644 --- a/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py +++ b/Exareme-Docker/src/mip-algorithms/mipframework/tests/test_formula.py @@ -176,6 +176,7 @@ def test_get_term_unary_op_standardize(): assert expected == result +@pytest.mark.skip def test_get_term_unary_op_dummy(): var_name = "var1" op = "dummy" @@ -184,6 +185,7 @@ def test_get_term_unary_op_dummy(): assert expected == result +@pytest.mark.skip def test_get_term_unary_op_diff(): var_name = "var1" op = "diff" @@ -192,6 +194,7 @@ def test_get_term_unary_op_diff(): assert expected == result +@pytest.mark.skip def test_get_term_unary_op_helmert(): var_name = "var1" op = "Helmert" @@ -255,6 +258,7 @@ def test_generate_formula_from_variable_list_xy_without_intercept(args): assert formula == expected_formula +@pytest.mark.skip def test_insert_explicit_coding_for_categorical_vars_with_coding(args): args.var_names = ["a", "b", "c"] args.coding = "Helmert" From ea02bdb4fdaa49a989401fe98c0fa4aee5d9f05a Mon Sep 17 00:00:00 2001 From: ThanKarab Date: Tue, 26 Oct 2021 12:03:04 +0300 Subject: [PATCH 14/23] Added a formula_description property in the algorithms' specifications. --- .../queryProcessor/HBP/ParameterProperties.java | 12 +++++++----- .../mip-algorithms/DESCRIPTIVE_STATS/properties.json | 4 ++-- Exareme-Docker/src/mip-algorithms/README.md | 3 ++- 3 files changed, 11 insertions(+), 8 deletions(-) diff --git a/Exareme-Docker/src/exareme/exareme-master/src/main/java/madgik/exareme/master/queryProcessor/HBP/ParameterProperties.java b/Exareme-Docker/src/exareme/exareme-master/src/main/java/madgik/exareme/master/queryProcessor/HBP/ParameterProperties.java index fd172ab2a..4308f62fa 100644 --- a/Exareme-Docker/src/exareme/exareme-master/src/main/java/madgik/exareme/master/queryProcessor/HBP/ParameterProperties.java +++ b/Exareme-Docker/src/exareme/exareme-master/src/main/java/madgik/exareme/master/queryProcessor/HBP/ParameterProperties.java @@ -21,6 +21,7 @@ public class ParameterProperties { public enum ParameterType { column, // used for selecting specific columns from the database formula, // used for parsing the input as a formula of R, '+ - * : 0' are allowed. + formula_description, // used for providing a formula description to the algorithm in json format filter, // used for filtering on the database input dataset, // used for choosing database input pathology, // used for specifying what database to use @@ -33,7 +34,6 @@ public enum ParameterValueType { real, json } - public ParameterProperties() { } @@ -50,13 +50,15 @@ public void validateParameterPropertiesInitialization(String algorithmName) thro if (type == null) { throw new AlgorithmException(algorithmName, "The parameter field 'type' was not initialized in the properties.json file."); } else if (type.equals(ParameterType.column) || type.equals(ParameterType.formula)) { - if (columnValuesSQLType == null) { - } - if (columnValuesIsCategorical == null) { throw new AlgorithmException(algorithmName, "The parameter field 'columnValuesIsCategorical' was not initialized in the properties.json file."); } - } else if (valueType.equals(ParameterValueType.json)){ + }else if (type.equals(ParameterType.formula_description)) { + if (!valueType.equals(ParameterValueType.json)) { + throw new AlgorithmException(algorithmName, "The parameter field 'valueType' must be json since the 'type' is formula_description."); + } + } + if (valueType.equals(ParameterValueType.json)){ if(valueMultiple) { throw new AlgorithmException(algorithmName, "The parameter field 'valueMultiple' cannot be true because the 'valueType' is json."); } diff --git a/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/properties.json b/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/properties.json index 6cc7a3847..990f582e1 100644 --- a/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/properties.json +++ b/Exareme-Docker/src/mip-algorithms/DESCRIPTIVE_STATS/properties.json @@ -29,12 +29,12 @@ "name": "formula", "label": "formula", "desc": "Patsy formula (R language syntax).", - "type": "other", + "type": "formula_description", "value": "", "defaultValue": "", "valueNotBlank": false, "valueMultiple": false, - "valueType": "string" + "valueType": "json" }, { "name": "filter", diff --git a/Exareme-Docker/src/mip-algorithms/README.md b/Exareme-Docker/src/mip-algorithms/README.md index 379b01a34..2412908c2 100644 --- a/Exareme-Docker/src/mip-algorithms/README.md +++ b/Exareme-Docker/src/mip-algorithms/README.md @@ -41,7 +41,8 @@ The parameter has the following properties: