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fix: convert empty strings to NULL when transforming text columns to integer/float (#488)
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2 changed files with 50 additions and 6 deletions
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@ -21,7 +21,7 @@ import pytest
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{"types": {"age": int}},
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[
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'CREATE TABLE "dogs_new_suffix" (\n "id" INTEGER PRIMARY KEY,\n "name" TEXT,\n "age" INTEGER\n);',
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'INSERT INTO "dogs_new_suffix" ("rowid", "id", "name", "age")\n SELECT "rowid", "id", "name", "age" FROM "dogs";',
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'INSERT INTO "dogs_new_suffix" ("rowid", "id", "name", "age")\n SELECT "rowid", "id", "name", NULLIF("age", \'\') FROM "dogs";',
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'DROP TABLE "dogs";',
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'ALTER TABLE "dogs_new_suffix" RENAME TO "dogs";',
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],
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@ -51,7 +51,7 @@ import pytest
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{"types": {"age": int}, "rename": {"age": "dog_age"}},
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[
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'CREATE TABLE "dogs_new_suffix" (\n "id" INTEGER PRIMARY KEY,\n "name" TEXT,\n "dog_age" INTEGER\n);',
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'INSERT INTO "dogs_new_suffix" ("rowid", "id", "name", "dog_age")\n SELECT "rowid", "id", "name", "age" FROM "dogs";',
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'INSERT INTO "dogs_new_suffix" ("rowid", "id", "name", "dog_age")\n SELECT "rowid", "id", "name", NULLIF("age", \'\') FROM "dogs";',
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'DROP TABLE "dogs";',
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'ALTER TABLE "dogs_new_suffix" RENAME TO "dogs";',
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],
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@ -144,7 +144,7 @@ def test_transform_sql_table_with_primary_key(
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{"types": {"age": int}},
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[
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'CREATE TABLE "dogs_new_suffix" (\n "id" INTEGER,\n "name" TEXT,\n "age" INTEGER\n);',
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'INSERT INTO "dogs_new_suffix" ("rowid", "id", "name", "age")\n SELECT "rowid", "id", "name", "age" FROM "dogs";',
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'INSERT INTO "dogs_new_suffix" ("rowid", "id", "name", "age")\n SELECT "rowid", "id", "name", NULLIF("age", \'\') FROM "dogs";',
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'DROP TABLE "dogs";',
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'ALTER TABLE "dogs_new_suffix" RENAME TO "dogs";',
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],
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@ -659,3 +659,32 @@ def test_transform_with_unique_constraint_implicit_index(fresh_db):
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"You must manually drop this index prior to running this transformation and manually recreate the new index after running this transformation."
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in str(excinfo.value)
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)
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def test_transform_empty_string_to_null_for_numeric_types(fresh_db):
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# Issue #488: converting a text column to integer/float should turn
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# empty-string values into NULLs instead of leaving them as ''.
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rows = fresh_db["rows"]
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rows.insert_all(
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[
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{"id": 1, "weight": "12.5", "count": "3"},
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{"id": 2, "weight": "", "count": ""},
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{"id": 3, "weight": "0", "count": "0"},
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],
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pk="id",
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)
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rows.transform(types={"weight": float, "count": int})
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assert rows.columns_dict == {"id": int, "weight": float, "count": int}
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assert list(rows.rows) == [
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{"id": 1, "weight": 12.5, "count": 3},
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{"id": 2, "weight": None, "count": None},
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{"id": 3, "weight": 0.0, "count": 0},
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]
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def test_transform_does_not_nullify_text_columns(fresh_db):
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# Empty strings in text columns must be preserved (issue #488).
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rows = fresh_db["rows"]
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rows.insert_all([{"id": 1, "name": ""}, {"id": 2, "name": "x"}], pk="id")
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rows.transform(types={"name": str})
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assert list(rows.rows) == [{"id": 1, "name": ""}, {"id": 2, "name": "x"}]
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