使用Alembic更改Enum字段

时间:2013-02-13 01:53:20

标签: python postgresql sqlalchemy alembic

如果使用早于9.1的PostgreSQL版本(为枚举添加ALTER TYPE),如何在alembic迁移中向Enum字段添加元素? This所以问题解释了直接过程,但我不太确定如何使用alembic来翻译它。

这就是我所拥有的:

new_type = sa.Enum('nonexistent_executable', 'output_limit_exceeded',
                   'signal', 'success', 'timed_out', name='status')
old_type = sa.Enum('nonexistent_executable', 'signal', 'success', 'timed_out',
                   name='status')
tcr = sa.sql.table('testcaseresult',
                   sa.Column('status', new_type, nullable=False))


def upgrade():
    op.alter_column('testcaseresult', u'status', type_=new_type,
                    existing_type=old_type)


def downgrade():
    op.execute(tcr.update().where(tcr.c.status==u'output_limit_exceeded')
               .values(status='timed_out'))
    op.alter_column('testcaseresult', u'status', type_=old_type,
                    existing_type=new_type)

不幸的是,上面只在升级时产生ALTER TABLE testcaseresult ALTER COLUMN status TYPE status,基本上什么也没做。

14 个答案:

答案 0 :(得分:33)

我决定尽可能直接关注postgres approach并提出以下迁移。

from alembic import op
import sqlalchemy as sa

old_options = ('nonexistent_executable', 'signal', 'success', 'timed_out')
new_options = sorted(old_options + ('output_limit_exceeded',))

old_type = sa.Enum(*old_options, name='status')
new_type = sa.Enum(*new_options, name='status')
tmp_type = sa.Enum(*new_options, name='_status')

tcr = sa.sql.table('testcaseresult',
                   sa.Column('status', new_type, nullable=False))


def upgrade():
    # Create a tempoary "_status" type, convert and drop the "old" type
    tmp_type.create(op.get_bind(), checkfirst=False)
    op.execute('ALTER TABLE testcaseresult ALTER COLUMN status TYPE _status'
               ' USING status::text::_status')
    old_type.drop(op.get_bind(), checkfirst=False)
    # Create and convert to the "new" status type
    new_type.create(op.get_bind(), checkfirst=False)
    op.execute('ALTER TABLE testcaseresult ALTER COLUMN status TYPE status'
               ' USING status::text::status')
    tmp_type.drop(op.get_bind(), checkfirst=False)


def downgrade():
    # Convert 'output_limit_exceeded' status into 'timed_out'
    op.execute(tcr.update().where(tcr.c.status==u'output_limit_exceeded')
               .values(status='timed_out'))
    # Create a tempoary "_status" type, convert and drop the "new" type
    tmp_type.create(op.get_bind(), checkfirst=False)
    op.execute('ALTER TABLE testcaseresult ALTER COLUMN status TYPE _status'
               ' USING status::text::_status')
    new_type.drop(op.get_bind(), checkfirst=False)
    # Create and convert to the "old" status type
    old_type.create(op.get_bind(), checkfirst=False)
    op.execute('ALTER TABLE testcaseresult ALTER COLUMN status TYPE status'
               ' USING status::text::status')
    tmp_type.drop(op.get_bind(), checkfirst=False)

似乎alembic在其USING方法中没有直接支持alter_table语句。

答案 1 :(得分:14)

我使用了一个更简单的方法,步骤少于接受的答案,我基于此。在这个例子中,我将假装有问题的枚举被称为' status_enum',因为在接受的答案中使用了' status'对于列和枚举都让我很困惑。

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答案 2 :(得分:10)

从Postgres 9.1开始,可以使用ALTER TYPE语句向枚举添加新值。 it cannot be done in a transaction这一事实使这变得复杂。然而,这可以通过提交alembic的交易see here来解决。

我实际上在使用旧的,更详细的解决方案时遇到了问题,因为Postgres无法自动转换列的默认值。

答案 3 :(得分:6)

我在尝试将列类型迁移到另一个时遇到了同样的问题。我使用以下要求:

Alembic==0.9.4
SQLAlchemy==1.1.12 

您可以将参数postgresql_using作为alembic.op.alter_column的kwarg提供。

from alembic import op
import sqlalchemy as types

op.alter_column(
    table_name='my_table',
    column_name='my_column',
    type_=types.NewType,
    # allows to use postgresql USING
    postgresql_using="my_column::PostgesEquivalentOfNewType",
)

我希望它可以提供帮助。

答案 4 :(得分:4)

运行没有问题:

from alembic import op

def upgrade():
    op.execute("COMMIT")
    op.execute("ALTER TYPE enum_type ADD VALUE 'new_value'")

def downgrade():
    ...

Reference

答案 5 :(得分:3)

在直接SQL中,这适用于Postgres,如果枚举中的内容顺序不需要完全如上所述:

ALTER TYPE status ADD value 'output_limit_exceeded' after 'timed_out'; 

答案 6 :(得分:3)

这很好用:

def upgrade():
    op.execute(
        '''
        ALTER TABLE your_table ALTER COLUMN your_enum_column TYPE VARCHAR(255);

        DROP TYPE IF EXISTS your_enum_type;

        CREATE TYPE your_enum_type AS ENUM 
            ('value1', 'value2', 'value3', 'value4');

        ALTER TABLE your_table ALTER COLUMN your_enum_column TYPE your_enum_type 
            USING (your_enum_column::your_enum_type);
        '''
    )


def downgrade():
    op.execute(
        '''
        ALTER TABLE your_table ALTER COLUMN your_enum_column TYPE VARCHAR(255);

        DROP TYPE IF EXISTS your_enum_type;

        CREATE TYPE your_enum_type AS ENUM 
            ('value1', 'value2', 'value3');

        ALTER TABLE your_table ALTER COLUMN your_enum_column TYPE your_enum_type 
            USING (your_enum_column::your_enum_type);
        '''
    )

答案 7 :(得分:1)

我需要在迁移类型时移动数据,包括删除一些旧类型,因此我想我会基于(出色的)公认答案(https://stackoverflow.com/a/14845740/629272)写出一种更通用的方法。希望这可以帮助同一条船上的其他人!

# This migration will move data from one column to two others based on the type
# for a given row, and modify the type of each row.
from alembic import op
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql

revision = '000000000001'
down_revision = '000000000000'
branch_labels = None
depends_on = None

# This set of options makes up the old type.
example_types_old = (
    'EXAMPLE_A',
    'EXAMPLE_B',
    'EXAMPLE_C',
)
example_type_enum_old = postgresql.ENUM(*example_types_old, name='exampletype')

# This set of options makes up the new type.
example_types_new = (
    'EXAMPLE_C',
    'EXAMPLE_D',
    'EXAMPLE_E',
)
example_type_enum_new = postgresql.ENUM(*example_types_new, name='exampletype')

# This set of options includes everything from the old and new types.
example_types_tmp = set(example_types_old + example_types_new)
example_type_enum_tmp = postgresql.ENUM(*example_types_tmp, name='_exampletype')

# This is a table view from which we can select and update as necessary. This
# only needs to include the relevant columns which are in either the old or new
# version of the table.
examples_view = sa.Table(
    # Use the name of the actual table so it is modified in the upgrade and
    # downgrade.
    'examples',
    sa.MetaData(),
    sa.Column('id', sa.Integer, primary_key=True),
    # Use the _tmp type so all types are usable.
    sa.Column('example_type', example_type_enum_tmp),
    # This is a column from which the data will be migrated, after which the
    # column will be removed.
    sa.Column('example_old_column', sa.Integer),
    # This is a column to which data from the old column will be added if the
    # type is EXAMPLE_A.
    sa.Column('example_new_column_a', sa.Integer),
    # This is a column to which data from the old column will be added if the
    # type is EXAMPLE_B.
    sa.Column('example_new_column_b', sa.Integer),
)


def upgrade():
    connection = op.get_bind()

    # Add the new column to which data will be migrated.
    example_new_column_a = sa.Column(
        'example_new_column_a',
        sa.Integer,
        nullable=True
    )
    op.add_column('examples', example_new_column_a)

    # Add the new column to which data will be migrated.
    example_new_column_b = sa.Column(
        'example_new_column_b',
        sa.Integer,
        nullable=True
    )
    op.add_column('examples', example_new_column_b)

    # Create the temporary enum and change the example_type column to use the
    # temporary enum.
    # The USING statement automatically maps the old enum to the temporary one.
    example_type_enum_tmp.create(connection, checkfirst=False)
    # Change to the temporary type and map from the old type to the temporary
    # one.
    op.execute('''
        ALTER TABLE examples
            ALTER COLUMN example_type
                TYPE _exampletype
                USING example_type::text::_exampletype
    ''')

    # Move data from example_old_column to example_new_column_a and change its
    # type to EXAMPLE_D if the type is EXAMPLE_A.
    connection.execute(
        examples_view.update().where(
            examples_view.c.example_type == 'EXAMPLE_A'
        ).values(
            example_type='EXAMPLE_D',
            example_new_column_a=examples_view.c.example_old_column,
        )
    )

    # Move data from example_old_column to example_new_column_b and change its
    # type to EXAMPLE_E if the type is EXAMPLE_B.
    connection.execute(
        examples_view.update().where(
            examples_view.c.example_type == 'EXAMPLE_B'
        ).values(
            example_type='EXAMPLE_E',
            example_new_column_b=examples_view.c.example_old_column,
        )
    )

    # Move any remaining data from example_old_column to example_new_column_a
    # and keep its type as EXAMPLE_C.
    connection.execute(
        examples_view.update().where(
            examples_view.c.example_type == 'EXAMPLE_C'
        ).values(
            example_type='EXAMPLE_C',
            example_new_column_a=examples_view.c.example_old_column,
        )
    )

    # Delete the old enum now that the data with the old types have been moved.
    example_type_enum_old.drop(connection, checkfirst=False)

    # Create the new enum and change the example_type column to use the new
    # enum.
    # The USING statement automatically maps the temporary enum to the new one.
    example_type_enum_new.create(connection, checkfirst=False)
    op.execute('''
        ALTER TABLE examples
            ALTER COLUMN example_type
                TYPE exampletype
                USING example_type::text::exampletype
    ''')

    # Delete the temporary enum.
    example_type_enum_tmp.drop(connection, checkfirst=False)

    # Remove the old column.
    op.drop_column('examples', 'example_old_column')


# The downgrade just performs the opposite of all the upgrade operations but in
# reverse.
def downgrade():
    connection = op.get_bind()

    example_old_column = sa.Column(
        'example_old_column',
        sa.Integer,
        nullable=True
    )
    op.add_column('examples', example_old_column)

    example_type_enum_tmp.create(connection, checkfirst=False)
    op.execute('''
        ALTER TABLE examples
            ALTER COLUMN example_type
                TYPE _exampletype
                USING example_type::text::_exampletype
    ''')

    connection.execute(
        examples_view.update().where(
            examples_view.c.example_type == 'EXAMPLE_C'
        ).values(
            example_type='EXAMPLE_C',
            example_old_column=examples_view.c.example_new_column_b,
        )
    )

    connection.execute(
        examples_view.update().where(
            examples_view.c.example_type == 'EXAMPLE_E'
        ).values(
            example_type='EXAMPLE_B',
            example_old_column=examples_view.c.example_new_column_b,
        )
    )

    connection.execute(
        examples_view.update().where(
            examples_view.c.example_type == 'EXAMPLE_D'
        ).values(
            example_type='EXAMPLE_A',
            example_old_column=examples_view.c.example_new_column_a,
        )
    )

    example_type_enum_old.create(connection, checkfirst=False)
    op.execute('''
        ALTER TABLE examples
            ALTER COLUMN example_type
                TYPE exampletype
                USING example_type::text::exampletype
    ''')

    example_type_enum_tmp.drop(connection, checkfirst=False)

    op.drop_column('examples', 'example_new_column_b')
    op.drop_column('examples', 'example_new_column_a')

答案 8 :(得分:1)

此方法类似于 the accepted solution,但有细微差别:

  1. 它使用 op.batch_alter_table 而不是 op.execute('ALTER TABLE')
  2. № 1 表示该解决方案适用于 PostgreSQL 和 SQLite,因为 SQLite 不支持 ALTER TABLE,但 alembic 通过 op.batch_alter_table
  3. 提供了支持
  4. 它不使用原始 SQL
from alembic import op
import sqlalchemy as sa


# Describing of enum
enum_name = "status"
temp_enum_name = f"temp_{enum_name}"
old_values = ("nonexistent_executable", "signal", "success", "timed_out")
new_values = ("output_limit_exceeded", *old_values)
downgrade_to = ("output_limit_exceeded", "timed_out") # on downgrade convert [0] to [1]
old_type = sa.Enum(*old_values, name=enum_name)
new_type = sa.Enum(*new_values, name=enum_name)
temp_type = sa.Enum(*new_values, name=temp_enum_name)

# Describing of table
table_name = "testcaseresult"
column_name = "status"
temp_table = sa.sql.table(
    table_name,
    sa.Column(
        column_name,
        new_type,
        nullable=False
    )
)


def upgrade():
    # temp type to use instead of old one
    temp_type.create(op.get_bind(), checkfirst=False)

    # changing of column type from old enum to new one.
    # SQLite will create temp table for this
    with op.batch_alter_table(table_name) as batch_op:
        batch_op.alter_column(
            column_name,
            existing_type=old_type,
            type_=temp_type,
            existing_nullable=False,
            postgresql_using=f"{column_name}::text::{temp_enum_name}"
        )

    # remove old enum, create new enum
    old_type.drop(op.get_bind(), checkfirst=False)
    new_type.create(op.get_bind(), checkfirst=False)

    # changing of column type from temp enum to new one.
    # SQLite will create temp table for this
    with op.batch_alter_table(table_name) as batch_op:
        batch_op.alter_column(
            column_name,
            existing_type=temp_type,
            type_=new_type,
            existing_nullable=False,
            postgresql_using=f"{column_name}::text::{enum_name}"
        )

    # remove temp enum
    temp_type.drop(op.get_bind(), checkfirst=False)


def downgrade():
    # old enum don't have new value anymore.
    # before downgrading from new enum to old one,
    # we should replace new value from new enum with
    # somewhat of old values from old enum
    op.execute(
        temp_table
        .update()
        .where(
            temp_table.c.status == downgrade_to[0]
        )
        .values(
            status=downgrade_to[1]
        )
    )

    temp_type.create(op.get_bind(), checkfirst=False)

    with op.batch_alter_table(table_name) as batch_op:
        batch_op.alter_column(
            column_name,
            existing_type=new_type,
            type_=temp_type,
            existing_nullable=False,
            postgresql_using=f"{column_name}::text::{temp_enum_name}"
        )

    new_type.drop(op.get_bind(), checkfirst=False)
    old_type.create(op.get_bind(), checkfirst=False)

    with op.batch_alter_table(table_name) as batch_op:
        batch_op.alter_column(
            column_name,
            existing_type=temp_type,
            type_=old_type,
            existing_nullable=False,
            postgresql_using=f"{column_name}::text::{enum_name}"
        )

    temp_type.drop(op.get_bind(), checkfirst=False)

来自公认的解决方案:

<块引用>

似乎 alembic 在它的 alter_table 方法中没有直接支持 USING 语句。

目前 alembic 在其 USING 方法中支持 alter_table 语句。

答案 9 :(得分:0)

由于遇到转换错误和默认值问题,我根据公认的答案写了一个更笼统的答案:

def replace_enum_values(
        name: str,
        old: [str],
        new: [str],
        modify: [(str, str, str)]
):
    """
    Replaces an enum's list of values.

    Args:
        name: Name of the enum
        new: New list of values
        old: Old list of values
        modify: List of tuples of table name
        and column to modify (which actively use the enum).
        Assumes each column has a default val.
    """
    connection = op.get_bind()

    tmp_name = "{}_tmp".format(name)

    # Rename old type
    op.execute(
        "ALTER TYPE {} RENAME TO {};"
        .format(name, tmp_name)
    )

    # Create new type
    lsl = sa.Enum(*new, name=name)
    lsl.create(connection)

    # Replace all usages
    for (table, column) in modify:
        # Get default to re-set later
        default_typed = connection.execute(
            "SELECT column_default "
            "FROM information_schema.columns "
            "WHERE table_name='{table}' "
            "AND column_name='{column}';"
            .format(table=table, column=column)
        ).first()[0]  # type: str

        # Is bracketed already
        default = default_typed[:default_typed.index("::")]

        # Set all now invalid values to default
        connection.execute(
            "UPDATE {table} "
            "SET {column}={default} "
            "WHERE {column} NOT IN {allowed};"
            .format(
                table=table,
                column=column,
                # Invalid: What isn't contained in both new and old
                # Can't just remove what's not in new because we get
                # a type error
                allowed=tuple(set(old).intersection(set(new))),
                default=default
            )
        )

        op.execute(
            "ALTER TABLE {table} "
            # Default needs to be dropped first
            "ALTER COLUMN {column} DROP DEFAULT,"
            # Replace the tpye
            "ALTER COLUMN {column} TYPE {enum_name} USING {column}::text::{enum_name},"
            # Reset default
            "ALTER COLUMN {column} SET DEFAULT {default};"
            .format(
                table=table,
                column=column,
                enum_name=name,
                default=default
            )
        )

    # Remove old type
    op.execute("DROP TYPE {};".format(tmp_name))

可以从升级/降级这样调用:

replace_enum_values(
    name='enum_name',
    new=["A", "B"],
    old=["A", "C"],
    modify=[('some_table', 'some_column')]
)

所有无效的值都将设置为server_default。

答案 10 :(得分:0)

找到了另一种便捷的方法

op.execute('ALTER TYPE enum_type ADD VALUE new_value')
op.execute('ALTER TYPE enum_type ADD VALUE new_value BEFORE old_value')
op.execute('ALTER TYPE enum_type ADD VALUE new_value AFTER old_value')

答案 11 :(得分:0)

此方法可用于更新枚举

def upgrade():
    op.execute("ALTER TYPE categorytype RENAME VALUE 'EXAMPLE_A' TO 'EXAMPLE_B'")


def downgrade():
    op.execute("ALTER TYPE categorytype RENAME VALUE 'EXAMPLE_B' TO 'EXAMPLE_A'")

答案 12 :(得分:0)

观察

为了减轻迁移时的痛苦,我即使使用 PostgreSQL 也总是使用非本地枚举

非原生枚举只是有约束的字符串,如果你编辑一个枚举,只有三种情况:

  1. 重命名枚举值
  2. 删除枚举值
  3. 添加枚举值。

对于迁移,2 和 3 是一对。这是可以理解的:如果您升级添加,那么您必须在降级时删除,反之亦然。因此,让我们将它们分为两种类型。

实施

如果要重命名,通常我会将其分为三个步骤:

  1. 删除旧约束
  2. 将行的旧值更新为新值
  3. 创建新的约束

在 Alembic 中,这是通过以下方式完成的:

def update_enum(
    table, column, enum_class_name, target_values, olds_to_remove, news_to_add
):
    op.drop_constraint(f"ck_{table}_{enum_class_name}", table)

    for sql in update_enum_sqls(table, column, olds_to_remove, news_to_add):
        op.execute(sql)

    op.create_check_constraint(
        enum_class_name, table, sa.sql.column(column).in_(target_values)
    )

让我们先忘记 update_enum_sqls,将其用作 SQL 生成器。

如果是删除,那么还有三个步骤:

  1. 删除旧约束
  2. 删除具有旧值的行
  3. 创建新的约束

所以基本上只有 update_enum_sqls 可能表现不同。

如果是添加,只需两步:

  1. 删除旧约束
  2. 创建新的约束

不过,我们可以忽略 update_enum_sqls

那么如何实现呢?没那么难...

def update_enum_sql(table, column, old_value, new_value):
    if new_value is not None:
        return f"UPDATE {table} SET {column} = '{new_value}' where {column} = '{old_value}'"
    else:
        return f"DELETE FROM {table} where {column} = '{old_value}'"


def update_enum_sqls(table, column, olds_to_remove, news_to_add):
    if len(olds_to_remove) != len(news_to_add):
        raise NotImplementedError
    return [
        update_enum_sql(table, column, old, new)
        for old, new in zip(olds_to_remove, news_to_add)
    ]

示例

既然我们准备好了食材,那就来申请吧:

def upgrade():
    # rename enum
    update_enum(
        "my_table",
        "my_enum",
        "myenumclassname",
        ["NEW", "ENUM", "VALUES"],
        ["OLD"],
        ["NEW"],
    )

    # add enum
    update_enum(
        "my_table",
        "my_enum",
        "myenumclassname",
        ["NEW", "ENUM", "VALUES"],
        [],
        [],
    )


def downgrade():
    # remove enum
    update_enum(
        "my_table",
        "my_enum",
        "myenumclassname",
        ["ENUM", "VALUES"],
        ["NEW"],
        [None],  # this will delete rows with "NEW", USE WITH CARE!!!
    )

    # edit enum
    update_enum(
        "my_table",
        "my_enum",
        "myenumclassname",
        ["OLD", "ENUM", "VALUES"],
        ["NEW"],
        ["OLD"],
    )

上面的代码也可以在 gist 上找到。

答案 13 :(得分:-1)

此解决方案易于理解,并且对于升级和降级都非常有效。我已经用更详细的方式写了这个答案。

假设我们的enum_type如下所示:

enum_type = ('some_value_1', 'some_value_2')

我想通过添加一个新的枚举来更改enum_type,以使它变成这样:

enum_type = ('some_value_1', 'some_value_2', 'new_value')

这可以通过以下方式完成:

from alembic import op


def upgrade():
    op.execute("COMMIT")
    op.execute("ALTER TYPE enum_type ADD VALUE 'new_value'")


def downgrade():
    # Drop 'new_value' from enum_type
    op.execute("ALTER TYPE enum_type RENAME TO enum_type_tmp")

    op.execute("CREATE TYPE enum_type AS ENUM('some_value_1', 'some_value_1')")

    op.execute("DROP TYPE enum_type_tmp")

注意:降级期间,如果您在表中使用enum_type,则可以按如下所述修改降级方法:

def downgrade():
    # Drop 'new_value' from enum_type
    op.execute("UPDATE table_name"
               " SET column_name_using_enum_type_value = NULL"
               " WHERE column_name_using_enum_type_value = 'new_value'")    

    op.execute("ALTER TYPE enum_type RENAME TO enum_type_tmp")

    op.execute("CREATE TYPE enum_type AS ENUM('some_value_1', 'some_value_1')")

    op.execute("ALTER TABLE table_name"
               " ALTER COLUMN column_name_using_enum_type_value TYPE enum_type"
               " USING column_name_using_enum_type_value::text::enum_type")

    op.execute("DROP TYPE enum_type_tmp")