From 1053f923914c49115300d7efd1a8feb1c46d1711 Mon Sep 17 00:00:00 2001 From: Robin Linacre Date: Tue, 17 Nov 2020 17:46:18 +0000 Subject: [PATCH 1/8] array comparison functions wip --- splink/case_statements.py | 338 ++++++++++++++++++++++++---- tests/test_case_statements_spark.py | 42 ++++ 2 files changed, 337 insertions(+), 43 deletions(-) create mode 100644 tests/test_case_statements_spark.py diff --git a/splink/case_statements.py b/splink/case_statements.py index e8c8d22ce6..c0178fcf76 100644 --- a/splink/case_statements.py +++ b/splink/case_statements.py @@ -1,23 +1,26 @@ -import re import warnings + def _check_jaro_registered(spark): if spark is None: return False - if spark == 'supress_warnings': # Allows us to surpress the warning in the test suite + if ( + spark == "supress_warnings" + ): # Allows us to surpress the warning in the test suite return False for fn in spark.catalog.listFunctions(): - if fn.name == 'jaro_winkler_sim': + if fn.name == "jaro_winkler_sim": return True - - warnings.warn(f"The jaro_winkler_sim user definined function is not available in Spark " - "Or you did not pass 'spark' (the SparkSession) into 'Params' " - "Falling back to using levenshtein in the default string comparison functions " - "You can import these functions using the scala-udf-similarity-0.0.6.jar provided with Splink") + warnings.warn( + f"The jaro_winkler_sim user definined function is not available in Spark " + "Or you did not pass 'spark' (the SparkSession) into 'Params' " + "Falling back to using levenshtein in the default string comparison functions " + "You can import these functions using the scala-udf-similarity-0.0.6.jar provided with Splink" + ) return False @@ -33,25 +36,26 @@ def _add_as_gamma_to_case_statement(case_statement: str, gamma_col_name): sl = case_statement.lower() # What we're trying to do is distinguish between 'case when end as gamma_blah' from case when end - sl = sl.replace('\n', ' ').replace('\r', '') + sl = sl.replace("\n", " ").replace("\r", "") sl = sl.strip() # Only need to do anything if the last non-blank string is not ' end' - if sl[-4:] != ' end': + if sl[-4:] != " end": # The case statement has a 'end as gamma blah' last_end_index = sl.rfind(" end ") - sl = sl[:last_end_index + 5] + sl = sl[: last_end_index + 5] return f"{sl} as gamma_{gamma_col_name}" + def _check_no_obvious_problem_with_case_statement(case_statement): seems_valid = True cs_l = case_statement.lower() - if 'case' not in cs_l: + if "case" not in cs_l: seems_valid = False - if 'end' not in cs_l: + if "end" not in cs_l: seems_valid = False - if 'when' not in cs_l: + if "when" not in cs_l: seems_valid = False - if 'then' not in cs_l: + if "then" not in cs_l: seems_valid = False if not seems_valid: @@ -59,6 +63,7 @@ def _check_no_obvious_problem_with_case_statement(case_statement): s2 = f"Expression provided is: '{case_statement}'" raise ValueError(f"{s1} {s2}") + def sql_gen_case_smnt_strict_equality_2(col_name, gamma_col_name=None): c = f"""case when {col_name}_l is null or {col_name}_r is null then -1 @@ -71,13 +76,13 @@ def sql_gen_case_smnt_strict_equality_2(col_name, gamma_col_name=None): return c - -# Sting comparison select statements +# String comparison select statements # jaro winkler statements, using param values suggested on page 355 of https://imai.fas.harvard.edu/research/files/linkage.pdf # American Political Science Review (2019) 113, 2, 353–371, Using a Probabilistic Model to Assist Merging of Large-Scale # Administrative Records + def sql_gen_gammas_case_stmt_jaro_2(col_name, gamma_col_name=None, threshold=0.94): c = f"""case when {col_name}_l is null or {col_name}_r is null then -1 @@ -89,7 +94,9 @@ def sql_gen_gammas_case_stmt_jaro_2(col_name, gamma_col_name=None, threshold=0.9 return c -def sql_gen_gammas_case_stmt_jaro_3(col_name, gamma_col_name=None, threshold1=0.94, threshold2=0.88): +def sql_gen_gammas_case_stmt_jaro_3( + col_name, gamma_col_name=None, threshold1=0.94, threshold2=0.88 +): c = f"""case when {col_name}_l is null or {col_name}_r is null then -1 when jaro_winkler_sim({col_name}_l, {col_name}_r) > {threshold1} then 2 @@ -100,7 +107,10 @@ def sql_gen_gammas_case_stmt_jaro_3(col_name, gamma_col_name=None, threshold1=0. else: return c -def sql_gen_gammas_case_stmt_jaro_4(col_name, gamma_col_name=None, threshold1=0.94, threshold2=0.88, threshold3=0.7): + +def sql_gen_gammas_case_stmt_jaro_4( + col_name, gamma_col_name=None, threshold1=0.94, threshold2=0.88, threshold3=0.7 +): c = f"""case when {col_name}_l is null or {col_name}_r is null then -1 when jaro_winkler_sim({col_name}_l, {col_name}_r) > {threshold1} then 3 @@ -126,7 +136,10 @@ def sql_gen_case_stmt_levenshtein_3(col_name, gamma_col_name=None, threshold=0.3 else: return c -def sql_gen_case_stmt_levenshtein_4(col_name, gamma_col_name=None, threshold1=0.2, threshold2=0.4): + +def sql_gen_case_stmt_levenshtein_4( + col_name, gamma_col_name=None, threshold1=0.2, threshold2=0.4 +): c = f"""case when {col_name}_l is null or {col_name}_r is null then -1 when {col_name}_l = {col_name}_r then 3 @@ -141,9 +154,9 @@ def sql_gen_case_stmt_levenshtein_4(col_name, gamma_col_name=None, threshold1=0. return c - # Numeric value statements + def _sql_gen_max_of_two_cols(col1, col2): return f""" case @@ -152,13 +165,15 @@ def _sql_gen_max_of_two_cols(col1, col2): end """ + def _sql_gen_abs_diff(col1, col2): return f"(abs({col1} - {col2}))" + def sql_gen_case_stmt_numeric_2(col_name, gamma_col_name=None): - col1 = f"{col_name}_l" - col2 = f"{col_name}_r" + col1 = f"{col_name}_l" + col2 = f"{col_name}_r" abs_difference = _sql_gen_abs_diff(col1, col2) @@ -172,10 +187,12 @@ def sql_gen_case_stmt_numeric_2(col_name, gamma_col_name=None): return c -def sql_gen_case_stmt_numeric_abs_3(col_name, gamma_col_name=None, abs_amount=1, equality_threshold=0.0001): +def sql_gen_case_stmt_numeric_abs_3( + col_name, gamma_col_name=None, abs_amount=1, equality_threshold=0.0001 +): - col1 = f"{col_name}_l" - col2 = f"{col_name}_r" + col1 = f"{col_name}_l" + col2 = f"{col_name}_r" abs_difference = _sql_gen_abs_diff(col1, col2) @@ -189,10 +206,17 @@ def sql_gen_case_stmt_numeric_abs_3(col_name, gamma_col_name=None, abs_amount=1, else: return c -def sql_gen_case_stmt_numeric_abs_4(col_name, gamma_col_name=None, abs_amount_low = 1, abs_amount_high = 10, equality_threshold=0.0001): - col1 = f"{col_name}_l" - col2 = f"{col_name}_r" +def sql_gen_case_stmt_numeric_abs_4( + col_name, + gamma_col_name=None, + abs_amount_low=1, + abs_amount_high=10, + equality_threshold=0.0001, +): + + col1 = f"{col_name}_l" + col2 = f"{col_name}_r" abs_difference = _sql_gen_abs_diff(col1, col2) @@ -208,10 +232,12 @@ def sql_gen_case_stmt_numeric_abs_4(col_name, gamma_col_name=None, abs_amount_lo return c -def sql_gen_case_stmt_numeric_perc_3(col_name, gamma_col_name=None, per_diff=0.05, equality_threshold=0.0001): +def sql_gen_case_stmt_numeric_perc_3( + col_name, gamma_col_name=None, per_diff=0.05, equality_threshold=0.0001 +): - col1 = f"{col_name}_l" - col2 = f"{col_name}_r" + col1 = f"{col_name}_l" + col2 = f"{col_name}_r" max_of_cols = _sql_gen_max_of_two_cols(col1, col2) abs_difference = _sql_gen_abs_diff(col1, col2) @@ -226,15 +252,22 @@ def sql_gen_case_stmt_numeric_perc_3(col_name, gamma_col_name=None, per_diff=0.0 else: return c -def sql_gen_case_stmt_numeric_perc_4(col_name, gamma_col_name=None, per_diff_low = 0.05, per_diff_high=0.10, equality_threshold=0.0001): - col1 = f"{col_name}_l" - col2 = f"{col_name}_r" +def sql_gen_case_stmt_numeric_perc_4( + col_name, + gamma_col_name=None, + per_diff_low=0.05, + per_diff_high=0.10, + equality_threshold=0.0001, +): + + col1 = f"{col_name}_l" + col2 = f"{col_name}_r" max_of_cols = _sql_gen_max_of_two_cols(col1, col2) abs_difference = _sql_gen_abs_diff(col1, col2) - c = f"""case + c = f"""case when {col_name}_l is null or {col_name}_r is null then -1 when {abs_difference}/abs({max_of_cols}) < {equality_threshold} then 3 when {abs_difference}/abs({max_of_cols}) < {per_diff_low} then 2 @@ -245,26 +278,37 @@ def sql_gen_case_stmt_numeric_perc_4(col_name, gamma_col_name=None, per_diff_low else: return c + def _sql_gen_get_or_list(col_name, other_name_cols, threshold=0.94): # Note the ifnull 1234 just ensures that if one of the other columns is null, the jaro score is lower than the threshold - ors = [f"jaro_winkler_sim({col_name}_l, ifnull({n}_r, '1234')) > {threshold}" for n in other_name_cols] + ors = [ + f"jaro_winkler_sim({col_name}_l, ifnull({n}_r, '1234')) > {threshold}" + for n in other_name_cols + ] ors_string = " OR ".join(ors) return f"({ors_string})" -def sql_gen_gammas_name_inversion_4(col_name:str, other_name_cols:list, gamma_col_name=None, threshold1=0.94, threshold2=0.88): + +def sql_gen_case_stmt_name_inversion_4( + col_name: str, + other_name_cols: list, + gamma_col_name=None, + threshold1=0.94, + threshold2=0.88, +): """Generate a case expression which can handle name inversions where e.g. surname and forename are inverted - + Args: col_name (str): The name of the column we want to generate a custom case expression for e.g. surname other_name_cols (list): The name of the other columns that contain names e.g. forename1, forename2 gamma_col_name (str, optional): . The name of the column, for the alias e.g. surname threshold1 (float, optional): Jaro threshold for almost exact match. Defaults to 0.94. threshold2 (float, optional): Jaro threshold for close match Defaults to 0.88. - + Returns: str: A sql string - """ - + """ + c = f"""case when {col_name}_l is null or {col_name}_r is null then -1 when jaro_winkler_sim({col_name}_l, {col_name}_r) > {threshold1} then 3 @@ -274,4 +318,212 @@ def sql_gen_gammas_name_inversion_4(col_name:str, other_name_cols:list, gamma_co if gamma_col_name is not None: return _add_as_gamma_to_case_statement(c, gamma_col_name) else: - return c \ No newline at end of file + return c + + +# Array comparison functions + + +def sql_gen_case_stmt_array_intersect_2( + col_name: str, gamma_col_name=None, zero_length_is_null=True +): + """Generate a case comparison which is 1 if the size of the intersection of the arrays is + one or more. Otherwise zero. + + + Args: + col_name (str): The name of the column we want to generate a custom case expression for e.g. phone_number + gamma_col_name (str, optional): . The name of the column, for the alias e.g. surname + zero_length_is_null (bool, optional): Whether to treat a zero length array as a null. Defaults to True. + """ + + zero_length_expr = "" + if zero_length_is_null: + zero_length_expr = ( + f"when size({col_name}_l) = 0 or size({col_name}_r) = 0 then -1" + ) + + c = f"""case + when {col_name}_l is null or {col_name}_r is null then -1 + {zero_length_expr} + when size(array_intersect({col_name}_l, {col_name}_r)) >= 1 then 1 + else 0 + end + """ + if gamma_col_name is not None: + return _add_as_gamma_to_case_statement(c, gamma_col_name) + else: + return c + + +def sql_gen_case_stmt_array_intersect_3( + col_name: str, gamma_col_name=None, zero_length_is_null=True +): + """Generate a three level case comparison based on the size of the intersection of the arrays + + Args: + col_name (str): The name of the column we want to generate a custom case expression for e.g. phone_number + gamma_col_name (str, optional): . The name of the column, for the alias e.g. surname + zero_length_is_null (bool, optional): Whether to treat a zero length array as a null. Defaults to True. + """ + + zero_length_expr = "" + if zero_length_is_null: + zero_length_expr = ( + f"when size({col_name}_l) = 0 or size({col_name}_r) = 0 then -1" + ) + + c = f"""case + when {col_name}_l is null or {col_name}_r is null then -1 + {zero_length_expr} + when size(array_intersect({col_name}_l, {col_name}_r)) > 1 then 2 + when size(array_intersect({col_name}_l, {col_name}_r)) = 1 then 1 + else 0 + end + """ + if gamma_col_name is not None: + return _add_as_gamma_to_case_statement(c, gamma_col_name) + else: + return c + + +def _daexplode(col_name): + return f"DualArrayExplode({col_name}_l, {col_name}_r)" + + +def _score_all_pairwise_combinations_distance(col_name, fn_name): + + return f""" + transform({_daexplode(col_name)}, + x -> {fn_name}(x['_1'], x['_2'] ) + ) + """ + + +def _compare_pairwise_trasformed_combinations(col_name, fn_name): + + return f""" + transform({_daexplode(col_name)}, + x -> {fn_name}(x['_1']) = {fn_name}(x['_2']) ) + ) + """ + + +def _jaro_winkler_array(col_name): + return _score_all_pairwise_combinations_distance(col_name, "jaro_winkler_sim") + + +def _leven_array(col_name): + return _score_all_pairwise_combinations_distance(col_name, "levenshtein") + + +def _dmeta_array(col_name): + # Is at least one true + return f"""exists( + {_compare_pairwise_trasformed_combinations(col_name, "Dmetaphone")}, + x -> x + ) + """ + + +def _size_intersect(col_name): + return f"size(array_intersect({col_name}_l, {col_name}_r))" + + +def sql_gen_case_stmt_array_combinations_leven_3( + col_name: str, + threshold_1=1, + threshold_2=3, + gamma_col_name=None, + zero_length_is_null=True, +): + """Compare + + Args: + col_name (str): The name of the column we want to generate a custom case expression for e.g. phone_number + gamma_col_name (str, optional): . The name of the column, for the alias e.g. surname + zero_length_is_null (bool, optional): Whether to treat a zero length array as a null. Defaults to True. + """ + + zero_length_expr = "" + if zero_length_is_null: + zero_length_expr = ( + f"when size({col_name}_l) = 0 or size({col_name}_r) = 0 then -1" + ) + + c = f"""case + when {col_name}_l is null or {col_name}_r is null then -1 + {zero_length_expr} + when {_size_intersect(col_name)} >= 1 then 2 + when {min_leven(col_name)} <= {threshold_1} then 2 + when {min_leven(col_name)} <= {threshold_2} then 1 + else 0 + end + """ + if gamma_col_name is not None: + return _add_as_gamma_to_case_statement(c, gamma_col_name) + else: + return c + + +def sql_gen_case_stmt_array_combinations_jaro_3( + col_name: str, + threshold1=0.94, + threshold2=0.88, + gamma_col_name=None, + zero_length_is_null=True, +): + """""" + + zero_length_expr = "" + if zero_length_is_null: + zero_length_expr = ( + f"when size({col_name}_l) = 0 or size({col_name}_r) = 0 then -1" + ) + + c = f"""case + when {col_name}_l is null or {col_name}_r is null then -1 + {zero_length_expr} + when {_size_intersect(col_name)} >= 1 then 2 + when array_max({_jaro_winkler_array(col_name)}) > {threshold_1} then 2 + when array_max({_jaro_winkler_array(col_name)}) > {threshold_2} then 1 + else 0 + end + + """ + if gamma_col_name is not None: + return _add_as_gamma_to_case_statement(c, gamma_col_name) + else: + return c + + +def sql_gen_case_stmt_array_combinations_jaro_dmeta_4( + col_name: str, + threshold1=0.94, + threshold2=0.88, + gamma_col_name=None, + zero_length_is_null=True, +): + """""" + + zero_length_expr = "" + if zero_length_is_null: + zero_length_expr = ( + f"when size({col_name}_l) = 0 or size({col_name}_r) = 0 then -1" + ) + + c = f"""case + when {col_name}_l is null or {col_name}_r is null then -1 + {zero_length_expr} + when {_size_intersect(col_name)} >= 1 then 2 + when array_max({_jaro_winkler_array(col_name)}) > {threshold_1} then 3 + when {_dmeta_array(col_name)} then 2 + when array_max({_jaro_winkler_array(col_name)}) > {threshold_2} then 1 + else 0 + end + + """ + if gamma_col_name is not None: + return _add_as_gamma_to_case_statement(c, gamma_col_name) + else: + return c diff --git a/tests/test_case_statements_spark.py b/tests/test_case_statements_spark.py new file mode 100644 index 0000000000..0150d60fcf --- /dev/null +++ b/tests/test_case_statements_spark.py @@ -0,0 +1,42 @@ +from pyspark.sql import Row + +from splink.case_statements import ( + sql_gen_case_stmt_array_intersect_2, + sql_gen_case_stmt_array_intersect_3, +) + + +def test_size_intersection(spark): + + data_list = [ + {"arr_comp_l": ["robin", "john"], "arr_comp_r": ["robin", "john"]}, + {"arr_comp_l": ["robin", "john"], "arr_comp_r": ["robin", "james"]}, + {"arr_comp_l": ["robin", "john"], "arr_comp_r": ["robyn", "james"]}, + {"arr_comp_l": ["robin", "john"], "arr_comp_r": []}, + {"arr_comp_l": ["robin", "john"], "arr_comp_r": None}, + ] + + df = spark.createDataFrame(Row(**x) for x in data_list) + df.createOrReplaceTempView("df") + + sql = f""" + select + {sql_gen_case_stmt_array_intersect_2("arr_comp")} as result1a, + {sql_gen_case_stmt_array_intersect_2("arr_comp", zero_length_is_null=False)} as result1b, + {sql_gen_case_stmt_array_intersect_3("arr_comp")} as result2 + from df + """ + + df_pd = spark.sql(sql).toPandas() + + result = list(df_pd["result1a"]) + expected = [1, 1, 0, -1, -1] + assert result == expected + + result = list(df_pd["result1b"]) + expected = [1, 1, 0, 0, -1] + assert result == expected + + result = list(df_pd["result2"]) + expected = [2, 1, 0, -1, -1] + assert result == expected From bdf6abce4466b289ede372a48c1d84278cafd8bf Mon Sep 17 00:00:00 2001 From: Robin Linacre Date: Wed, 18 Nov 2020 11:19:14 +0000 Subject: [PATCH 2/8] tests pass --- ...0.6.jar => scala-udf-similarity-0.0.7.jar} | Bin 768469 -> 783424 bytes splink/case_statements.py | 23 +-- tests/conftest.py | 183 ++++++++++-------- tests/test_case_statements_spark.py | 53 ++++- 4 files changed, 163 insertions(+), 96 deletions(-) rename 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_check_jaro_registered(spark): f"The jaro_winkler_sim user definined function is not available in Spark " "Or you did not pass 'spark' (the SparkSession) into 'Params' " "Falling back to using levenshtein in the default string comparison functions " - "You can import these functions using the scala-udf-similarity-0.0.6.jar provided with Splink" + "You can import these functions using the scala-udf-similarity-0.0.7.jar provided with Splink" ) return False @@ -403,8 +403,9 @@ def _score_all_pairwise_combinations_distance(col_name, fn_name): def _compare_pairwise_trasformed_combinations(col_name, fn_name): return f""" - transform({_daexplode(col_name)}, - x -> {fn_name}(x['_1']) = {fn_name}(x['_2']) ) + transform( + {_daexplode(col_name)}, + x -> {fn_name}(x['_1']) = {fn_name}(x['_2']) ) """ @@ -433,7 +434,7 @@ def _size_intersect(col_name): def sql_gen_case_stmt_array_combinations_leven_3( col_name: str, threshold_1=1, - threshold_2=3, + threshold_2=2, gamma_col_name=None, zero_length_is_null=True, ): @@ -455,8 +456,8 @@ def sql_gen_case_stmt_array_combinations_leven_3( when {col_name}_l is null or {col_name}_r is null then -1 {zero_length_expr} when {_size_intersect(col_name)} >= 1 then 2 - when {min_leven(col_name)} <= {threshold_1} then 2 - when {min_leven(col_name)} <= {threshold_2} then 1 + when array_min({_leven_array(col_name)}) <= {threshold_1} then 2 + when array_min({_leven_array(col_name)}) <= {threshold_2} then 1 else 0 end """ @@ -468,8 +469,8 @@ def sql_gen_case_stmt_array_combinations_leven_3( def sql_gen_case_stmt_array_combinations_jaro_3( col_name: str, - threshold1=0.94, - threshold2=0.88, + threshold_1=0.94, + threshold_2=0.88, gamma_col_name=None, zero_length_is_null=True, ): @@ -499,8 +500,8 @@ def sql_gen_case_stmt_array_combinations_jaro_3( def sql_gen_case_stmt_array_combinations_jaro_dmeta_4( col_name: str, - threshold1=0.94, - threshold2=0.88, + threshold_1=0.94, + threshold_2=0.88, gamma_col_name=None, zero_length_is_null=True, ): @@ -515,7 +516,7 @@ def sql_gen_case_stmt_array_combinations_jaro_dmeta_4( c = f"""case when {col_name}_l is null or {col_name}_r is null then -1 {zero_length_expr} - when {_size_intersect(col_name)} >= 1 then 2 + when {_size_intersect(col_name)} >= 1 then 3 when array_max({_jaro_winkler_array(col_name)}) > {threshold_1} then 3 when {_dmeta_array(col_name)} then 2 when array_max({_jaro_winkler_array(col_name)}) > {threshold_2} then 1 diff --git a/tests/conftest.py b/tests/conftest.py index 6a28a06a9c..23c3bd73c5 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -4,7 +4,11 @@ import pandas as pd import copy -from splink.blocking import _sql_gen_cartesian_block, _sql_gen_block_using_rules, _sql_gen_vertically_concatenate +from splink.blocking import ( + _sql_gen_cartesian_block, + _sql_gen_block_using_rules, + _sql_gen_vertically_concatenate, +) from splink.gammas import _sql_gen_add_gammas, complete_settings_dict from splink.expectation_step import ( _sql_gen_gamma_prob_columns, @@ -14,6 +18,11 @@ from splink.params import Params from splink.case_statements import sql_gen_case_smnt_strict_equality_2 +import logging + +logger = logging.getLogger(__name__) + + def data_into_table(data, table_name, con): cur = con.cursor() @@ -33,24 +42,25 @@ def data_into_table(data, table_name, con): values = tuple(d.values()) cur.execute(insert_statement, values) -@pytest.fixture(scope='module') + +@pytest.fixture(scope="module") def link_dedupe_data(): - # Create the database and the database table + # Create the database and the database table con = sqlite3.connect(":memory:") con.row_factory = sqlite3.Row data_l = [ - {"unique_id": 1, "surname": "Linacre", "first_name": "Robin"}, - {"unique_id": 2, "surname": "Smith", "first_name": "John"} + {"unique_id": 1, "surname": "Linacre", "first_name": "Robin"}, + {"unique_id": 2, "surname": "Smith", "first_name": "John"}, ] data_into_table(data_l, "df_l", con) data_r = [ - {"unique_id": 7, "surname": "Linacre", "first_name": "Robin"}, - {"unique_id": 8, "surname": "Smith", "first_name": "John"}, - {"unique_id": 9, "surname": "Smith", "first_name": "Robin"} + {"unique_id": 7, "surname": "Linacre", "first_name": "Robin"}, + {"unique_id": 8, "surname": "Smith", "first_name": "John"}, + {"unique_id": 9, "surname": "Smith", "first_name": "Robin"}, ] data_into_table(data_r, "df_r", con) @@ -63,25 +73,25 @@ def link_dedupe_data(): yield con -@pytest.fixture(scope='module') +@pytest.fixture(scope="module") def link_dedupe_data_repeat_ids(): - # Create the database and the database table + # Create the database and the database table con = sqlite3.connect(":memory:") con.row_factory = sqlite3.Row data_l = [ - {"unique_id": 1, "surname": "Linacre", "first_name": "Robin"}, - {"unique_id": 2, "surname": "Smith", "first_name": "John"}, - {"unique_id": 3, "surname": "Smith", "first_name": "John"} + {"unique_id": 1, "surname": "Linacre", "first_name": "Robin"}, + {"unique_id": 2, "surname": "Smith", "first_name": "John"}, + {"unique_id": 3, "surname": "Smith", "first_name": "John"}, ] data_into_table(data_l, "df_l", con) data_r = [ - {"unique_id": 1, "surname": "Linacre", "first_name": "Robin"}, - {"unique_id": 2, "surname": "Smith", "first_name": "John"}, - {"unique_id": 3, "surname": "Smith", "first_name": "Robin"} + {"unique_id": 1, "surname": "Linacre", "first_name": "Robin"}, + {"unique_id": 2, "surname": "Smith", "first_name": "John"}, + {"unique_id": 3, "surname": "Smith", "first_name": "Robin"}, ] data_into_table(data_r, "df_r", con) @@ -93,6 +103,7 @@ def link_dedupe_data_repeat_ids(): yield con + @pytest.mark.filterwarnings("ignore:*") @pytest.fixture(scope="function") def gamma_settings_1(): @@ -122,7 +133,7 @@ def gamma_settings_1(): "u_probabilities": [0.5, 0.25, 0.25], }, ], - "blocking_rules": [] + "blocking_rules": [], } gamma_settings = complete_settings_dict(gamma_settings, spark="supress_warnings") yield gamma_settings @@ -164,15 +175,15 @@ def sqlite_con_1(gamma_settings_1, params_1): one = cur.fetchone() columns = one.keys() - sql = _sql_gen_block_using_rules("dedupe_only", columns, rules, table_name_dedupe="test1") + sql = _sql_gen_block_using_rules( + "dedupe_only", columns, rules, table_name_dedupe="test1" + ) df = pd.read_sql(sql, con) df = df.drop_duplicates(["unique_id_l", "unique_id_r"]) df = df.sort_values(["unique_id_l", "unique_id_r"]) df.to_sql("df_comparison1", con, index=False) - sql = _sql_gen_add_gammas( - gamma_settings_1, table_name="df_comparison1" - ) + sql = _sql_gen_add_gammas(gamma_settings_1, table_name="df_comparison1") df = pd.read_sql(sql, con) df.to_sql("df_gammas1", con, index=False) @@ -181,7 +192,9 @@ def sqlite_con_1(gamma_settings_1, params_1): df = pd.read_sql(sql, con) df.to_sql("df_with_gamma_probs1", con, index=False) - sql = _sql_gen_expected_match_prob(params_1, gamma_settings_1, "df_with_gamma_probs1") + sql = _sql_gen_expected_match_prob( + params_1, gamma_settings_1, "df_with_gamma_probs1" + ) df = pd.read_sql(sql, con) df.to_sql("df_with_match_probability1", con, index=False) @@ -200,8 +213,14 @@ def sqlite_con_1(gamma_settings_1, params_1): # Probability columns gamma_settings_it_2 = copy.deepcopy(gamma_settings_1) gamma_settings_it_2["proportion_of_matches"] = 0.540922141 - gamma_settings_it_2["comparison_columns"][0]["m_probabilities"] = [0.087438272, 0.912561728] - gamma_settings_it_2["comparison_columns"][0]["u_probabilities"] = [0.441543191, 0.558456809] + gamma_settings_it_2["comparison_columns"][0]["m_probabilities"] = [ + 0.087438272, + 0.912561728, + ] + gamma_settings_it_2["comparison_columns"][0]["u_probabilities"] = [ + 0.441543191, + 0.558456809, + ] gamma_settings_it_2["comparison_columns"][1]["m_probabilities"] = [ 0.173315146, 0.326240275, @@ -213,9 +232,7 @@ def sqlite_con_1(gamma_settings_1, params_1): 0.499476163, ] - params2 = Params( - gamma_settings_it_2, spark="supress_warnings" - ) + params2 = Params(gamma_settings_it_2, spark="supress_warnings") params2._generate_param_dict() @@ -223,7 +240,9 @@ def sqlite_con_1(gamma_settings_1, params_1): df = pd.read_sql(sql, con) df.to_sql("df_with_gamma_probs1_it2", con, index=False) - sql = _sql_gen_expected_match_prob(params2, gamma_settings_it_2, "df_with_gamma_probs1_it2") + sql = _sql_gen_expected_match_prob( + params2, gamma_settings_it_2, "df_with_gamma_probs1_it2" + ) df = pd.read_sql(sql, con) df.to_sql("df_with_match_probability1_it2", con, index=False) @@ -276,7 +295,7 @@ def gamma_settings_2(): "u_probabilities": [0.65, 0.35], }, ], - "blocking_rules": [] + "blocking_rules": [], } gamma_settings = complete_settings_dict(gamma_settings, spark="supress_warnings") @@ -321,17 +340,17 @@ def sqlite_con_2(gamma_settings_2, params_2): df = df.sort_values(["unique_id_l", "unique_id_r"]) df.to_sql("df_comparison2", con, index=False) - sql = _sql_gen_add_gammas( - gamma_settings_2, table_name="df_comparison2" - ) + sql = _sql_gen_add_gammas(gamma_settings_2, table_name="df_comparison2") df = pd.read_sql(sql, con) df.to_sql("df_gammas2", con, index=False) - sql = _sql_gen_gamma_prob_columns(params_2, gamma_settings_2,"df_gammas2") + sql = _sql_gen_gamma_prob_columns(params_2, gamma_settings_2, "df_gammas2") df = pd.read_sql(sql, con) df.to_sql("df_with_gamma_probs2", con, index=False) - sql = _sql_gen_expected_match_prob(params_2, gamma_settings_2, "df_with_gamma_probs2") + sql = _sql_gen_expected_match_prob( + params_2, gamma_settings_2, "df_with_gamma_probs2" + ) df = pd.read_sql(sql, con) df.to_sql("df_with_match_probability2", con, index=False) @@ -379,7 +398,7 @@ def sqlite_con_3(): def gamma_settings_4(): gamma_settings = { "link_type": "dedupe_only", - "proportion_of_matches":0.9, + "proportion_of_matches": 0.9, "comparison_columns": [ { "col_name": "col_2_levels", @@ -397,7 +416,7 @@ def gamma_settings_4(): "case_expression": sql_gen_case_smnt_strict_equality_2("col_20_levels"), }, ], - "blocking_rules": [] + "blocking_rules": [], } gamma_settings = complete_settings_dict(gamma_settings, spark="supress_warnings") @@ -469,7 +488,7 @@ def sqlite_con_4(gamma_settings_4): df_all = pd.concat([df_nm, df_m]) df_all = df_all.reset_index() - df_all = df_all.rename(columns = {"index": "unique_id_l"}) + df_all = df_all.rename(columns={"index": "unique_id_l"}) df_all["unique_id_r"] = df_all["unique_id_l"] con = sqlite3.connect(":memory:") @@ -477,51 +496,63 @@ def sqlite_con_4(gamma_settings_4): df_all.to_sql("df", con, index=False) - - yield con - - @pytest.fixture(scope="module") def spark(): - try: - import pyspark - from pyspark import SparkContext, SparkConf - from pyspark.sql import SparkSession - from pyspark.sql import types - - conf = SparkConf() - - conf.set("spark.sql.shuffle.partitions", "1") - conf.set("spark.jars.ivy", "/home/jovyan/.ivy2/") - conf.set("spark.driver.extraClassPath", "jars/scala-udf-similarity-0.0.6.jar") - conf.set("spark.jars", "jars/scala-udf-similarity-0.0.6.jar") - conf.set("spark.driver.memory", "4g") - conf.set("spark.sql.shuffle.partitions", "24") - - sc = SparkContext.getOrCreate(conf=conf) - - spark = SparkSession(sc) - - udfs = [ - ("jaro_winkler_sim", "JaroWinklerSimilarity", types.DoubleType()), - ("jaccard_sim", "JaccardSimilarity", types.DoubleType()), - ("cosine_distance", "CosineDistance", types.DoubleType()), - ("Dmetaphone", "DoubleMetaphone", types.StringType()), - ("QgramTokeniser", "QgramTokeniser", types.StringType()), - ("Q3gramTokeniser", "Q3gramTokeniser", types.StringType()), - ("Q4gramTokeniser", "Q4gramTokeniser", types.StringType()), - ("Q5gramTokeniser", "Q5gramTokeniser", types.StringType()), - ] - - for a, b, c in udfs: - spark.udf.registerJavaFunction(a, "uk.gov.moj.dash.linkage." + b, c) - SPARK_EXISTS = True - except: - SPARK_EXISTS = False + # try: + import pyspark + from pyspark import SparkContext, SparkConf + from pyspark.sql import SparkSession + from pyspark.sql import types + + conf = SparkConf() + + conf.set("spark.sql.shuffle.partitions", "1") + conf.set("spark.jars.ivy", "/home/jovyan/.ivy2/") + conf.set("spark.driver.extraClassPath", "jars/scala-udf-similarity-0.0.7.jar") + conf.set("spark.jars", "jars/scala-udf-similarity-0.0.7.jar") + conf.set("spark.driver.memory", "4g") + conf.set("spark.sql.shuffle.partitions", "24") + + sc = SparkContext.getOrCreate(conf=conf) + + spark = SparkSession(sc) + + udfs = [ + ("jaro_winkler_sim", "JaroWinklerSimilarity", types.DoubleType()), + ("jaccard_sim", "JaccardSimilarity", types.DoubleType()), + ("cosine_distance", "CosineDistance", types.DoubleType()), + ("Dmetaphone", "DoubleMetaphone", types.StringType()), + ("QgramTokeniser", "QgramTokeniser", types.StringType()), + ("Q3gramTokeniser", "Q3gramTokeniser", types.StringType()), + ("Q4gramTokeniser", "Q4gramTokeniser", types.StringType()), + ("Q5gramTokeniser", "Q5gramTokeniser", types.StringType()), + ] + + for a, b, c in udfs: + spark.udf.registerJavaFunction(a, "uk.gov.moj.dash.linkage." + b, c) + + rt = types.ArrayType( + types.StructType( + [ + types.StructField("_1", types.StringType()), + types.StructField("_2", types.StringType()), + ] + ) + ) + + spark.udf.registerJavaFunction( + name="DualArrayExplode", + javaClassName="uk.gov.moj.dash.linkage.DualArrayExplode", + returnType=rt, + ) + SPARK_EXISTS = True + + # except: + # SPARK_EXISTS = False if SPARK_EXISTS: print("Spark exists, running spark tests") diff --git a/tests/test_case_statements_spark.py b/tests/test_case_statements_spark.py index 0150d60fcf..10ef54a0fc 100644 --- a/tests/test_case_statements_spark.py +++ b/tests/test_case_statements_spark.py @@ -3,6 +3,9 @@ from splink.case_statements import ( sql_gen_case_stmt_array_intersect_2, sql_gen_case_stmt_array_intersect_3, + sql_gen_case_stmt_array_combinations_leven_3, + sql_gen_case_stmt_array_combinations_jaro_3, + sql_gen_case_stmt_array_combinations_jaro_dmeta_4, ) @@ -12,6 +15,7 @@ def test_size_intersection(spark): {"arr_comp_l": ["robin", "john"], "arr_comp_r": ["robin", "john"]}, {"arr_comp_l": ["robin", "john"], "arr_comp_r": ["robin", "james"]}, {"arr_comp_l": ["robin", "john"], "arr_comp_r": ["robyn", "james"]}, + {"arr_comp_l": ["robin", "john"], "arr_comp_r": ["rob", "james"]}, {"arr_comp_l": ["robin", "john"], "arr_comp_r": []}, {"arr_comp_l": ["robin", "john"], "arr_comp_r": None}, ] @@ -21,22 +25,53 @@ def test_size_intersection(spark): sql = f""" select - {sql_gen_case_stmt_array_intersect_2("arr_comp")} as result1a, - {sql_gen_case_stmt_array_intersect_2("arr_comp", zero_length_is_null=False)} as result1b, - {sql_gen_case_stmt_array_intersect_3("arr_comp")} as result2 + {sql_gen_case_stmt_array_intersect_2("arr_comp")} as result_ai2_1, + + + {sql_gen_case_stmt_array_intersect_2("arr_comp", zero_length_is_null=False)} as result_ai2_2, + + + {sql_gen_case_stmt_array_intersect_3("arr_comp")} as result_ai3, + + + {sql_gen_case_stmt_array_combinations_leven_3("arr_comp")} as result_l3_1, + + {sql_gen_case_stmt_array_combinations_leven_3("arr_comp", zero_length_is_null=False)} as result_l3_2, + + {sql_gen_case_stmt_array_combinations_jaro_3("arr_comp")} as result_j3, + + {sql_gen_case_stmt_array_combinations_jaro_dmeta_4("arr_comp")} as result_jd4 + + from df """ df_pd = spark.sql(sql).toPandas() - result = list(df_pd["result1a"]) - expected = [1, 1, 0, -1, -1] + result = list(df_pd["result_ai2_1"]) + expected = [1, 1, 0, 0, -1, -1] assert result == expected - result = list(df_pd["result1b"]) - expected = [1, 1, 0, 0, -1] + result = list(df_pd["result_ai2_2"]) + expected = [1, 1, 0, 0, 0, -1] assert result == expected - result = list(df_pd["result2"]) - expected = [2, 1, 0, -1, -1] + result = list(df_pd["result_ai3"]) + expected = [2, 1, 0, 0, -1, -1] assert result == expected + + result = list(df_pd["result_l3_1"]) + expected = [2, 2, 2, 1, -1, -1] + assert result == expected + + result = list(df_pd["result_l3_2"]) + expected = [2, 2, 2, 1, 0, -1] + assert result == expected + + result = list(df_pd["result_j3"]) + expected = [2, 2, 1, 1, -1, -1] + assert result == expected + + result = list(df_pd["result_jd4"]) + expected = [3, 3, 2, 1, -1, -1] + assert result == expected \ No newline at end of file From 1a71ede77e0c43301aed66c76fa3e4bc05b02da7 Mon Sep 17 00:00:00 2001 From: Robin Linacre Date: Wed, 18 Nov 2020 11:19:58 +0000 Subject: [PATCH 3/8] leave the old jar in for now --- jars/scala-udf-similarity-0.0.6.jar | Bin 0 -> 768469 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 jars/scala-udf-similarity-0.0.6.jar diff --git a/jars/scala-udf-similarity-0.0.6.jar b/jars/scala-udf-similarity-0.0.6.jar new file mode 100644 index 0000000000000000000000000000000000000000..fbbb52818fb83c1fad2783d5a76a9b244696af07 GIT binary patch literal 768469 zcmbrmbyQtjwmcl%o#5^c!9BRUI~?3ygS)$Hg1ftGaCe8`?iTbT_jcdc{a$z8*YC#| z{Ka0Iea76UR?VuKOHL956!ilnB;>+pvUARpu; zAs~NU0sObin1-9_TsoFT#FAmNxvRgNlQ@7A0Vu7Dz`pxEUx;Mcbkp#-+k 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zM>w7z%^c5ihXr7R8L%Vbmt~$t{O@Hpe|w)6g4Mk)LU+}b{>&k7nDKf>eP=%?U}K1c z_Kv1r5g-Zi@oeJe>dNTBQpq1L-k=9|=mG5~y4@524-fHY01pd19c=}rAUDQ2P&zU6 zkq|Imp3ReVd6zo&-@k$8Xy%Gve#}7CyZB5WwEwem3Eaqc@fJkhU`~(B^uKIx9U4ql zm*Y@t+JHQNDi&GjNGcI9_Y6#XQQS0H6sd}f!_}Kkk%GA#S|c6^L9v0oCnmPM1Rc({ zH+8w%ycB374a}3v`sG+@U0=vSjSqeLH~zE5`0;90yiBc?%QQiq3d3;1bXa|~8h-%m J*cbFc@;{7w Date: Wed, 18 Nov 2020 11:30:48 +0000 Subject: [PATCH 4/8] fix typos --- splink/case_statements.py | 2 +- tests/conftest.py | 96 +++++++++++++++++++-------------------- 2 files changed, 49 insertions(+), 49 deletions(-) diff --git a/splink/case_statements.py b/splink/case_statements.py index 520fc37495..f32f845764 100644 --- a/splink/case_statements.py +++ b/splink/case_statements.py @@ -289,7 +289,7 @@ def _sql_gen_get_or_list(col_name, other_name_cols, threshold=0.94): return f"({ors_string})" -def sql_gen_case_stmt_name_inversion_4( +def sql_gen_gammas_name_inversion_4( col_name: str, other_name_cols: list, gamma_col_name=None, diff --git a/tests/conftest.py b/tests/conftest.py index 23c3bd73c5..590daec3fb 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -502,57 +502,57 @@ def sqlite_con_4(gamma_settings_4): @pytest.fixture(scope="module") def spark(): - # try: - import pyspark - from pyspark import SparkContext, SparkConf - from pyspark.sql import SparkSession - from pyspark.sql import types - - conf = SparkConf() - - conf.set("spark.sql.shuffle.partitions", "1") - conf.set("spark.jars.ivy", "/home/jovyan/.ivy2/") - conf.set("spark.driver.extraClassPath", "jars/scala-udf-similarity-0.0.7.jar") - conf.set("spark.jars", "jars/scala-udf-similarity-0.0.7.jar") - conf.set("spark.driver.memory", "4g") - conf.set("spark.sql.shuffle.partitions", "24") - - sc = SparkContext.getOrCreate(conf=conf) - - spark = SparkSession(sc) - - udfs = [ - ("jaro_winkler_sim", "JaroWinklerSimilarity", types.DoubleType()), - ("jaccard_sim", "JaccardSimilarity", types.DoubleType()), - ("cosine_distance", "CosineDistance", types.DoubleType()), - ("Dmetaphone", "DoubleMetaphone", types.StringType()), - ("QgramTokeniser", "QgramTokeniser", types.StringType()), - ("Q3gramTokeniser", "Q3gramTokeniser", types.StringType()), - ("Q4gramTokeniser", "Q4gramTokeniser", types.StringType()), - ("Q5gramTokeniser", "Q5gramTokeniser", types.StringType()), - ] - - for a, b, c in udfs: - spark.udf.registerJavaFunction(a, "uk.gov.moj.dash.linkage." + b, c) - - rt = types.ArrayType( - types.StructType( - [ - types.StructField("_1", types.StringType()), - types.StructField("_2", types.StringType()), - ] + try: + import pyspark + from pyspark import SparkContext, SparkConf + from pyspark.sql import SparkSession + from pyspark.sql import types + + conf = SparkConf() + + conf.set("spark.sql.shuffle.partitions", "1") + conf.set("spark.jars.ivy", "/home/jovyan/.ivy2/") + conf.set("spark.driver.extraClassPath", "jars/scala-udf-similarity-0.0.7.jar") + conf.set("spark.jars", "jars/scala-udf-similarity-0.0.7.jar") + conf.set("spark.driver.memory", "4g") + conf.set("spark.sql.shuffle.partitions", "24") + + sc = SparkContext.getOrCreate(conf=conf) + + spark = SparkSession(sc) + + udfs = [ + ("jaro_winkler_sim", "JaroWinklerSimilarity", types.DoubleType()), + ("jaccard_sim", "JaccardSimilarity", types.DoubleType()), + ("cosine_distance", "CosineDistance", types.DoubleType()), + ("Dmetaphone", "DoubleMetaphone", types.StringType()), + ("QgramTokeniser", "QgramTokeniser", types.StringType()), + ("Q3gramTokeniser", "Q3gramTokeniser", types.StringType()), + ("Q4gramTokeniser", "Q4gramTokeniser", types.StringType()), + ("Q5gramTokeniser", "Q5gramTokeniser", types.StringType()), + ] + + for a, b, c in udfs: + spark.udf.registerJavaFunction(a, "uk.gov.moj.dash.linkage." + b, c) + + rt = types.ArrayType( + types.StructType( + [ + types.StructField("_1", types.StringType()), + types.StructField("_2", types.StringType()), + ] + ) ) - ) - spark.udf.registerJavaFunction( - name="DualArrayExplode", - javaClassName="uk.gov.moj.dash.linkage.DualArrayExplode", - returnType=rt, - ) - SPARK_EXISTS = True + spark.udf.registerJavaFunction( + name="DualArrayExplode", + javaClassName="uk.gov.moj.dash.linkage.DualArrayExplode", + returnType=rt, + ) + SPARK_EXISTS = True - # except: - # SPARK_EXISTS = False + except: + SPARK_EXISTS = False if SPARK_EXISTS: print("Spark exists, running spark tests") From dedac7a25ec3c6225bbd7f42640c67695b196f60 Mon Sep 17 00:00:00 2001 From: Robin Linacre Date: Wed, 18 Nov 2020 11:41:54 +0000 Subject: [PATCH 5/8] improve docs --- splink/case_statements.py | 36 ++++++++++++++++++++++++++++++------ 1 file changed, 30 insertions(+), 6 deletions(-) diff --git a/splink/case_statements.py b/splink/case_statements.py index f32f845764..acfd18dc83 100644 --- a/splink/case_statements.py +++ b/splink/case_statements.py @@ -433,15 +433,18 @@ def _size_intersect(col_name): def sql_gen_case_stmt_array_combinations_leven_3( col_name: str, - threshold_1=1, - threshold_2=2, + threshold_1: int = 1, + threshold_2: int = 2, gamma_col_name=None, zero_length_is_null=True, ): - """Compare + """Compare all combinations of values in input arrays. Gamma level 2 if minimum levenshtein score is <= + threshold_1. Gamma level 1 if min score is <= threshold_2. Otherwise level 0 Args: - col_name (str): The name of the column we want to generate a custom case expression for e.g. phone_number + col_name (str): The name of the column we want to generate a custom case expression for e.g. surname + threshold_1 (int, optional): Defaults to 1. + threshold_2 (int, optional): Defaults to 2. gamma_col_name (str, optional): . The name of the column, for the alias e.g. surname zero_length_is_null (bool, optional): Whether to treat a zero length array as a null. Defaults to True. """ @@ -474,7 +477,16 @@ def sql_gen_case_stmt_array_combinations_jaro_3( gamma_col_name=None, zero_length_is_null=True, ): - """""" + """Compare all combinations of values in input arrays. Gamma level 2 if max jaro_winkler score is >= + threshold_1. Gamma level 1 if max score is >= threshold_2. Otherwise level 0 + + Args: + col_name (str): The name of the column we want to generate a custom case expression for e.g. surname + threshold_1 (int, optional): Defaults to 0.94. + threshold_2 (int, optional): Defaults to 0.88. + gamma_col_name (str, optional): . The name of the column, for the alias e.g. surname + zero_length_is_null (bool, optional): Whether to treat a zero length array as a null. Defaults to True. + """ zero_length_expr = "" if zero_length_is_null: @@ -505,7 +517,19 @@ def sql_gen_case_stmt_array_combinations_jaro_dmeta_4( gamma_col_name=None, zero_length_is_null=True, ): - """""" + """Compare all combinations of values in input arrays. + Gamma level 3 if max jaro_winkler score is >= threshold_1 + Gamma level 2 if there's at least one match on dmetaphone + Gamma level 1 if max jaro_winkler score is >= threshold_2 + else Gamma level 0 + + Args: + col_name (str): The name of the column we want to generate a custom case expression for e.g. surname + threshold_1 (int, optional): Defaults to 0.94. + threshold_2 (int, optional): Defaults to 0.88. + gamma_col_name (str, optional): . The name of the column, for the alias e.g. surname + zero_length_is_null (bool, optional): Whether to treat a zero length array as a null. Defaults to True. + """ zero_length_expr = "" if zero_length_is_null: From 1af89362359a66116d0a23be1e71b9db49f71770 Mon Sep 17 00:00:00 2001 From: Robin Linacre Date: Wed, 18 Nov 2020 11:42:34 +0000 Subject: [PATCH 6/8] bump version --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index ff016581e4..b4dd8e241d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "splink" -version = "0.2.7" +version = "0.2.8" description = "Implementation in Apache Spark of the EM algorithm to estimate parameters of Fellegi-Sunter's canonical model of record linkage." authors = ["Robin Linacre ", "Sam Lindsay", "Theodore Manassis"] license = "MIT" From 8b2028e71386f328b47d91f82a6f0a5ef22dfbc4 Mon Sep 17 00:00:00 2001 From: Robin Linacre Date: Wed, 18 Nov 2020 19:50:52 +0000 Subject: [PATCH 7/8] Update splink/case_statements.py Co-authored-by: Sam Lindsay --- splink/case_statements.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/splink/case_statements.py b/splink/case_statements.py index acfd18dc83..468729515b 100644 --- a/splink/case_statements.py +++ b/splink/case_statements.py @@ -400,7 +400,7 @@ def _score_all_pairwise_combinations_distance(col_name, fn_name): """ -def _compare_pairwise_trasformed_combinations(col_name, fn_name): +def _compare_pairwise_transformed_combinations(col_name, fn_name): return f""" transform( From cb947328540a1d1372dbbd7d4016dccace6156d6 Mon Sep 17 00:00:00 2001 From: Robin Linacre Date: Wed, 18 Nov 2020 19:50:59 +0000 Subject: [PATCH 8/8] Update splink/case_statements.py Co-authored-by: Sam Lindsay --- splink/case_statements.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/splink/case_statements.py b/splink/case_statements.py index 468729515b..f6e98c072a 100644 --- a/splink/case_statements.py +++ b/splink/case_statements.py @@ -421,7 +421,7 @@ def _leven_array(col_name): def _dmeta_array(col_name): # Is at least one true return f"""exists( - {_compare_pairwise_trasformed_combinations(col_name, "Dmetaphone")}, + {_compare_pairwise_transformed_combinations(col_name, "Dmetaphone")}, x -> x ) """