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sqlite-utils insert/upsert --type colunm-name type option, closes #131
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5 changed files with 102 additions and 1 deletions
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@ -11,6 +11,7 @@ Unreleased
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- ``sqlite-utils query`` can now read the SQL query from standard input by passing ``-`` in place of the query, for example ``echo "select * from dogs" | sqlite-utils query dogs.db -``. (:issue:`765`)
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- ``sqlite-utils insert`` and ``sqlite-utils upsert`` now accept a ``--code`` option for :ref:`providing a block of Python code <cli_insert_code>` (or a path to a ``.py`` file) that defines a ``rows()`` function or ``rows`` iterable of rows to insert, as an alternative to importing from a file. (:issue:`684`)
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- ``sqlite-utils insert`` and ``sqlite-utils upsert`` now accept ``--type column-name type`` to :ref:`override the type automatically chosen when the table is created <cli_insert_csv_tsv_column_types>`. This is useful for CSV or TSV columns such as ZIP codes that look like integers but should be stored as ``TEXT`` to preserve leading zeros. (:issue:`131`)
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.. _v4_0:
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@ -246,6 +246,9 @@ See :ref:`cli_inserting_data`, :ref:`cli_insert_csv_tsv`, :ref:`cli_insert_unstr
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- Use --lines to write each incoming line to a column called "line"
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- Use --text to write the entire input to a column called "text"
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Use --type column-name type to override the type automatically chosen when the
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table is created.
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You can also use --convert to pass a fragment of Python code that will be used
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to convert each input.
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@ -306,6 +309,7 @@ See :ref:`cli_inserting_data`, :ref:`cli_insert_csv_tsv`, :ref:`cli_insert_unstr
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--alter Alter existing table to add any missing columns
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--not-null TEXT Columns that should be created as NOT NULL
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--default <TEXT TEXT>... Default value that should be set for a column
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--type <TEXT CHOICE>... Column types to use when creating the table
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--no-detect-types Treat all CSV/TSV columns as TEXT
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--analyze Run ANALYZE at the end of this operation
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--load-extension TEXT Path to SQLite extension, with optional :entrypoint
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@ -335,6 +339,9 @@ See :ref:`cli_upsert`.
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If the table already exists and has a primary key, --pk can be omitted.
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Use --type column-name type to override the type automatically chosen when the
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table is created.
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Example:
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echo '[
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@ -366,6 +373,7 @@ See :ref:`cli_upsert`.
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--alter Alter existing table to add any missing columns
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--not-null TEXT Columns that should be created as NOT NULL
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--default <TEXT TEXT>... Default value that should be set for a column
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--type <TEXT CHOICE>... Column types to use when creating the table
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--no-detect-types Treat all CSV/TSV columns as TEXT
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--analyze Run ANALYZE at the end of this operation
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--load-extension TEXT Path to SQLite extension, with optional :entrypoint
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19
docs/cli.rst
19
docs/cli.rst
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@ -1366,6 +1366,25 @@ Will produce this schema with automatically detected types:
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"weight" REAL
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);
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.. _cli_insert_csv_tsv_column_types:
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Overriding column types
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-----------------------
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Use ``--type column-name type`` to override the type automatically chosen when the table is created. This option can be used more than once, and works with both ``insert`` and ``upsert``:
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.. code-block:: bash
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sqlite-utils insert places.db places places.csv --csv \
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--type zipcode text \
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--type score real
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This is useful for values such as ZIP codes, which may look like integers but should be stored as ``TEXT`` to preserve leading zeros.
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The column type should be one of ``TEXT``, ``INTEGER``, ``FLOAT``, ``REAL`` or ``BLOB``. Column types are matched case-insensitively.
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As with detected column types, ``--type`` only affects tables created by the command. If the table already exists, its existing column types are left unchanged.
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To disable type detection and treat all columns as TEXT, use ``--no-detect-types``:
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.. code-block:: bash
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@ -980,6 +980,16 @@ def insert_upsert_options(*, require_pk=False):
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type=(str, str),
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help="Default value that should be set for a column",
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),
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click.option(
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"--type",
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"types",
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type=(
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str,
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click.Choice(list(VALID_COLUMN_TYPES), case_sensitive=False),
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),
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multiple=True,
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help="Column types to use when creating the table",
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),
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click.option(
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"--no-detect-types",
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is_flag=True,
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@ -1034,6 +1044,7 @@ def insert_upsert_implementation(
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truncate=False,
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not_null=None,
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default=None,
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types=None,
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no_detect_types=False,
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analyze=False,
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load_extension=None,
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@ -1047,6 +1058,7 @@ def insert_upsert_implementation(
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_register_db_for_cleanup(db)
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_load_extensions(db, load_extension)
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_maybe_register_functions(db, functions)
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column_type_overrides = {column: ctype.upper() for column, ctype in (types or [])}
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def _insert_docs(docs, tracker=None):
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extra_kwargs = {
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@ -1060,6 +1072,8 @@ def insert_upsert_implementation(
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extra_kwargs["not_null"] = set(not_null)
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if default:
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extra_kwargs["defaults"] = dict(default)
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if column_type_overrides:
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extra_kwargs["columns"] = column_type_overrides
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if upsert:
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extra_kwargs["upsert"] = upsert
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@ -1120,7 +1134,9 @@ def insert_upsert_implementation(
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and not table_existed_before_insert
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and db.table(table).exists()
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):
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db.table(table).transform(types=tracker.types)
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detected_types = tracker.types
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detected_types.update(column_type_overrides)
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db.table(table).transform(types=detected_types)
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if code is not None:
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if file is not None:
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@ -1330,6 +1346,7 @@ def insert(
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truncate,
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not_null,
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default,
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types,
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strict,
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):
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"""
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@ -1348,6 +1365,9 @@ def insert(
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- Use --lines to write each incoming line to a column called "line"
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- Use --text to write the entire input to a column called "text"
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Use --type column-name type to override the type automatically chosen
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when the table is created.
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You can also use --convert to pass a fragment of Python code that will
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be used to convert each input.
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@ -1420,6 +1440,7 @@ def insert(
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silent=silent,
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not_null=not_null,
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default=default,
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types=types,
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strict=strict,
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code=code,
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)
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@ -1454,6 +1475,7 @@ def upsert(
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alter,
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not_null,
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default,
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types,
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no_detect_types,
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analyze,
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load_extension,
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@ -1467,6 +1489,9 @@ def upsert(
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If the table already exists and has a primary key, --pk can be omitted.
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Use --type column-name type to override the type automatically chosen
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when the table is created.
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Example:
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\b
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@ -1501,6 +1526,7 @@ def upsert(
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upsert=True,
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not_null=not_null,
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default=default,
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types=types,
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no_detect_types=no_detect_types,
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analyze=analyze,
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load_extension=load_extension,
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@ -664,6 +664,53 @@ def test_insert_csv_detect_types_new_table(db_path):
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assert db["data"].columns_dict == {"name": str, "age": int, "weight": float}
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@pytest.mark.parametrize(
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"command,extra_args,input_text,expected_row",
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(
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(
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"insert",
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[],
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"zipcode,score\n01234,9.5\n",
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{"zipcode": "01234", "score": 9.5},
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),
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(
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"upsert",
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["--pk", "id"],
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"id,zipcode,score\n1,01234,9.5\n",
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{"id": 1, "zipcode": "01234", "score": 9.5},
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),
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),
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)
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def test_insert_upsert_csv_type_overrides_detected_types(
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db_path, command, extra_args, input_text, expected_row
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):
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result = CliRunner().invoke(
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cli.cli,
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[
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command,
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db_path,
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"places",
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"-",
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"--csv",
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]
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+ extra_args
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+ [
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"--type",
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"zipcode",
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"text",
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],
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catch_exceptions=False,
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input=input_text,
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)
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assert result.exit_code == 0, result.output
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db = Database(db_path)
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expected_columns = {"zipcode": str, "score": float}
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if command == "upsert":
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expected_columns = {"id": int, **expected_columns}
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assert db["places"].columns_dict == expected_columns
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assert list(db["places"].rows) == [expected_row]
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def test_upsert_csv_detect_types_leaves_existing_table_alone(db_path):
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db = Database(db_path)
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db["places"].insert({"id": 1, "name": "Boston", "zip": "01234"}, pk="id")
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