Handle numeric data type

Author: bakwc

mysql_ch_replicator/converter.py

@@ -196,6 +196,44 @@ def convert_type(self, mysql_type, parameters):
         if mysql_type == 'point':
             return 'Tuple(x Float32, y Float32)'
 
+        # Correctly handle numeric types
+        if mysql_type.startswith('numeric'):
+            # Determine if parameters are specified via parentheses:
+            if '(' in mysql_type and ')' in mysql_type:
+                # Expecting a type definition like "numeric(precision, scale)"
+                pattern = r"numeric\((\d+)\s*,\s*(\d+)\)"
+                match = re.search(pattern, mysql_type)
+                if not match:
+                    raise ValueError(f"Invalid numeric type definition: {mysql_type}")
+
+                precision = int(match.group(1))
+                scale = int(match.group(2))
+            else:
+                # If no parentheses are provided, assume defaults.
+                precision = 10  # or other default as defined by your standards
+                scale = 0
+
+            # If no fractional part, consider mapping to integer type (if desired)
+            if scale == 0:
+                if is_unsigned:
+                    if precision <= 9:
+                        return "UInt32"
+                    elif precision <= 18:
+                        return "UInt64"
+                    else:
+                        # For very large precisions, fallback to Decimal
+                        return f"Decimal({precision}, {scale})"
+                else:
+                    if precision <= 9:
+                        return "Int32"
+                    elif precision <= 18:
+                        return "Int64"
+                    else:
+                        return f"Decimal({precision}, {scale})"
+            else:
+                # For types with a defined fractional part, use a Decimal mapping.
+                return f"Decimal({precision}, {scale})"
+
         if mysql_type == 'int':
             if is_unsigned:
                 return 'UInt32'
@@ -472,7 +510,68 @@ def convert_alter_query(self, mysql_query, db_name):
 
             raise Exception(f'operation {op_name} not implement, query: {subquery}')
 
+    @classmethod
+    def _tokenize_alter_query(cls, sql_line):
+        # We want to recognize tokens that may be:
+        # 1. A backquoted identifier that can optionally be immediately followed by parentheses.
+        # 2. A plain word (letters/digits/underscore) that may immediately be followed by a parenthesized argument list.
+        # 3. A single-quoted or double-quoted string.
+        # 4. Or, if nothing else, any non‐whitespace sequence.
+        #
+        # The order is important: for example, if a word is immediately followed by parentheses,
+        # we want to grab it as a single token.
+        token_pattern = re.compile(r'''
+             (                           # start capture group for a token 
+               `[^`]+`(?:\([^)]*\))?      |   # backquoted identifier w/ optional parentheses
+               \w+(?:\([^)]*\))?          |   # a word with optional parentheses
+               '(?:\\'|[^'])*'           |   # a single-quoted string
+               "(?:\\"|[^"])*"           |   # a double-quoted string
+               [^\s]+                      # fallback: any sequence of non-whitespace characters
+             )
+             ''', re.VERBOSE)
+        tokens = token_pattern.findall(sql_line)
+
+        # Now, split the column definition into:
+        #   token0 = column name,
+        #   token1 = data type (which might be multiple tokens, e.g. DOUBLE PRECISION, INT UNSIGNED,
+        #            or a word+parentheses like VARCHAR(254) or NUMERIC(5, 2)),
+        #   remaining tokens: the parameters such as DEFAULT, NOT, etc.
+        #
+        # We define a set of keywords that indicate the start of column options.
+        constraint_keywords = {
+            "DEFAULT", "NOT", "NULL", "AUTO_INCREMENT", "PRIMARY", "UNIQUE",
+            "COMMENT", "COLLATE", "REFERENCES", "ON", "CHECK", "CONSTRAINT",
+            "AFTER", "BEFORE", "GENERATED", "VIRTUAL", "STORED"
+        }
+
+        if not tokens:
+            return tokens
+        # The first token is always the column name.
+        column_name = tokens[0]
+
+        # Now “merge” tokens after the column name that belong to the type.
+        # (For many types the type is written as a single token already –
+        #  e.g. "VARCHAR(254)" or "NUMERIC(5, 2)", but for types like
+        #  "DOUBLE PRECISION" or "INT UNSIGNED" the .split() would produce two tokens.)
+        type_tokens = []
+        i = 1
+        while i < len(tokens) and tokens[i].upper() not in constraint_keywords:
+            type_tokens.append(tokens[i])
+            i += 1
+        merged_type = " ".join(type_tokens) if type_tokens else ""
+
+        # The remaining tokens are passed through unchanged.
+        param_tokens = tokens[i:]
+
+        # Result: [column name, merged type, all the rest]
+        if merged_type:
+            return [column_name, merged_type] + param_tokens
+        else:
+            return [column_name] + param_tokens
+
     def __convert_alter_table_add_column(self, db_name, table_name, tokens):
+        tokens = self._tokenize_alter_query(' '.join(tokens))
+
         if len(tokens) < 2:
             raise Exception('wrong tokens count', tokens)
 

test_mysql_ch_replicator.py

@@ -5,6 +5,7 @@
 import subprocess
 import json
 import uuid
+import decimal
 
 import pytest
 import requests
@@ -276,6 +277,12 @@ def test_e2e_multistatement():
     mysql.execute(f"DELETE FROM `{TEST_TABLE_NAME}` WHERE name='Ivan';", commit=True)
     assert_wait(lambda: len(ch.select(TEST_TABLE_NAME)) == 1)
 
+    mysql.execute(f"ALTER TABLE `{TEST_TABLE_NAME}` ADD factor NUMERIC(5, 2) DEFAULT NULL;")
+    mysql.execute(f"INSERT INTO `{TEST_TABLE_NAME}` (name, age, factor) VALUES ('Snow', 31, 13.29);", commit=True)
+
+    assert_wait(lambda: len(ch.select(TEST_TABLE_NAME)) == 2)
+    assert_wait(lambda: ch.select(TEST_TABLE_NAME, where="name='Snow'")[0].get('factor') == decimal.Decimal('13.29'))
+
     mysql.execute(
         f"CREATE TABLE {TEST_TABLE_NAME_2} "
         f"(id int NOT NULL AUTO_INCREMENT, name varchar(255), age int, "
@@ -1493,3 +1500,37 @@ def _get_last_insert_name():
     print("*****************************")
     print('\n\n')
 
+
+def test_alter_tokens_split():
+    examples = [
+        # basic examples from the prompt:
+        ("test_name VARCHAR(254) NULL", ["test_name", "VARCHAR(254)", "NULL"]),
+        ("factor NUMERIC(5, 2) DEFAULT NULL", ["factor", "NUMERIC(5, 2)", "DEFAULT", "NULL"]),
+        # backquoted column name:
+        ("`test_name` VARCHAR(254) NULL", ["`test_name`", "VARCHAR(254)", "NULL"]),
+        ("`order` INT NOT NULL", ["`order`", "INT", "NOT", "NULL"]),
+        # type that contains a parenthesized list with quoted values:
+        ("status ENUM('active','inactive') DEFAULT 'active'",
+         ["status", "ENUM('active','inactive')", "DEFAULT", "'active'"]),
+        # multi‐word type definitions:
+        ("col DOUBLE PRECISION DEFAULT 0", ["col", "DOUBLE PRECISION", "DEFAULT", "0"]),
+        ("col INT UNSIGNED DEFAULT 0", ["col", "INT UNSIGNED", "DEFAULT", "0"]),
+        # a case with a quoted string containing spaces and punctuation:
+        ("message VARCHAR(100) DEFAULT 'Hello, world!'",
+         ["message", "VARCHAR(100)", "DEFAULT", "'Hello, world!'"]),
+        # longer definition with more options:
+        ("col DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP",
+         ["col", "DATETIME", "DEFAULT", "CURRENT_TIMESTAMP", "ON", "UPDATE", "CURRENT_TIMESTAMP"]),
+        # type with a COMMENT clause (here the type is given, then a parameter keyword)
+        ("col VARCHAR(100) COMMENT 'This is a test comment'",
+         ["col", "VARCHAR(100)", "COMMENT", "'This is a test comment'"])
+    ]
+
+    for sql, expected in examples:
+        result = MysqlToClickhouseConverter._tokenize_alter_query(sql)
+        print("SQL Input:  ", sql)
+        print("Expected:   ", expected)
+        print("Tokenized:  ", result)
+        print("Match?     ", result == expected)
+        print("-" * 60)
+        assert result == expected