def test_schema_migration_maps_failure():
schema = {
"type": "record",
"fields": [{
"name": "test",
"type": {
"type": "map",
"values": "string"
},
}]
}
new_schema = {
"type": "record",
"fields": [{
"name": "test",
"type": {
"type": "map",
"values": "long"
},
}]
}
new_file = MemoryIO()
records = [{"test": {"foo": "a"}}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
with pytest.raises(fastavro._reader.SchemaResolutionError):
list(new_reader)
def test_fastavro_errors_read_enum():
fo = MemoryIO()
writer_schema = {
"type": "enum",
"name": "Suit",
"symbols": [
"SPADES",
"HEARTS",
"DIAMONDS",
"CLUBS",
]
}
reader_schema = {
"type": "enum",
"name": "Suit",
"symbols": [
"SPADES",
"HEARTS",
"DIAMONDS",
]
}
given = "CLUBS"
write_data(fo, given, writer_schema)
fo.seek(0)
try:
read_data(fo, reader_schema)
assert False, 'bad schema did not raise!'
except AvroValueError as e:
assert '<enum>' in str(e)
def test_schema_migration_array_failure():
schema = {
"type":
"record",
"fields": [{
"name": "test",
"type": {
"type": "array",
"items": ["string", "int"]
},
}]
}
new_schema = {
"type":
"record",
"fields": [{
"name": "test",
"type": {
"type": "array",
"items": ["string", "boolean"]
},
}]
}
new_file = MemoryIO()
records = [{"test": [1, 2, 3]}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
with pytest.raises(fastavro._reader.SchemaResolutionError):
list(new_reader)
def test_schema_migration_maps_failure():
schema = {
"type": "record",
"fields": [{
"name": "test",
"type": {
"type": "map",
"values": "string"
},
}]
}
new_schema = {
"type": "record",
"fields": [{
"name": "test",
"type": {
"type": "map",
"values": "long"
},
}]
}
new_file = MemoryIO()
records = [{"test": {"foo": "a"}}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
list(new_reader)
def test_schema_migration_array_failure():
schema = {
"type": "record",
"fields": [{
"name": "test",
"type": {
"type": "array",
"items": ["string", "int"]
},
}]
}
new_schema = {
"type": "record",
"fields": [{
"name": "test",
"type": {
"type": "array",
"items": ["string", "boolean"]
},
}]
}
new_file = MemoryIO()
records = [{"test": [1, 2, 3]}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
list(new_reader)
def test_write_long_union_type():
schema = {
'name': 'test_name',
'namespace': 'test_ns',
'type': 'record',
'fields': [
{
'name': 'time',
'type': ['null', 'long']
},
],
}
new_file = MemoryIO()
records = [
{
u'time': 809066167221092352
},
]
try:
fastavro.writer(new_file, schema, records)
except ValueError:
assert False
new_file.seek(0)
new_reader = fastavro.reader(new_file)
new_records = list(new_reader)
assert new_records == [{u'time': 809066167221092352}]
def test_schema_migration_array_with_union_promotion():
schema = {
"type":
"record",
"fields": [{
"name": "test",
"type": {
"type": "array",
"items": ["boolean", "long"]
},
}]
}
new_schema = {
"type":
"record",
"fields": [{
"name": "test",
"type": {
"type": "array",
"items": ["string", "float"]
},
}]
}
new_file = MemoryIO()
records = [{"test": [1, 2, 3]}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
new_records = list(new_reader)
assert new_records == records
def test_schema_migration_maps_failure():
schema = {
"type": "record",
"fields": [{
"name": "test",
"type": {
"type": "map",
"values": "string"
},
}]
}
new_schema = {
"type": "record",
"fields": [{
"name": "test",
"type": {
"type": "map",
"values": "long"
},
}]
}
new_file = MemoryIO()
records = [{"test": {"foo": "a"}}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
try:
list(new_reader)
except fastavro._reader.SchemaResolutionError:
pass
else:
assert False
def test_aliases_not_present():
schema = {
"type": "record",
"name": "test_aliases_not_present",
"fields": [{
"name": "test",
"type": "double"
}]
}
new_schema = {
"type": "record",
"name": "test_aliases_not_present_new",
"fields": [
{
"name": "newtest",
"type": "double",
"aliases": ["testX"]
},
]
}
new_file = MemoryIO()
records = [{"test": 1.2}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
reader = fastavro.reader(new_file, new_schema)
with pytest.raises(fastavro.read.SchemaResolutionError):
list(reader)
def test_schema_migration_schema_mismatch():
schema = {
"type": "record",
"fields": [{
"name": "test",
"type": "string",
}]
}
new_schema = {
"type": "enum",
"name": "test",
"symbols": ["FOO", "BAR"],
}
new_file = MemoryIO()
records = [{"test": "test"}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
try:
list(new_reader)
except fastavro._reader.SchemaResolutionError:
pass
else:
assert False
def test_schema_migration_reader_union():
schema = {
"type": "record",
"name": "test_schema_migration_reader_union",
"fields": [{
"name": "test",
"type": "int"
}]
}
new_schema = {
"type": "record",
"name": "test_schema_migration_reader_union_new",
"fields": [{
"name": "test",
"type": ["string", "int"]
}]
}
new_file = MemoryIO()
records = [{"test": 1}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
new_records = list(new_reader)
assert new_records == records
def test_schema_migration_union_failure():
schema = {
"type": "record",
"fields": [{
"name": "test",
"type": "boolean"
}]
}
new_schema = {
"type": "record",
"fields": [{
"name": "test",
"type": ["string", "int"]
}]
}
new_file = MemoryIO()
records = [{"test": True}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
try:
list(new_reader)
except fastavro._reader.SchemaResolutionError:
pass
else:
assert False
def test_ordered_dict_map():
"""
Write an Avro record containing a map field stored in an OrderedDict, then
read it back. This tests for a bug where dict was supported but not
dict-like types.
"""
schema = {
"type":
"record",
"fields": [{
"name": "test",
"type": {
"type": "map",
"values": ["string", "int"]
},
}]
}
new_file = MemoryIO()
map_ = OrderedDict()
map_["foo"] = 1
records = [{"test": map_}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file)
new_records = list(new_reader)
assert new_records == records
def test_write_read():
new_file = MemoryIO()
writer(new_file, parsed_schema, records)
new_file.seek(0)
new_records = list(reader(new_file, parsed_schema))
assert new_records == records
def roundtrip(record, writer_schema, reader_schema):
new_file = MemoryIO()
fastavro.writer(new_file, writer_schema, [record])
new_file.seek(0)
new_records = list(fastavro.reader(new_file, reader_schema))
return new_records[0]
def test_write_union_shortcut():
schema = {
"type":
"record",
"name":
"A",
"fields": [{
"name":
"a",
"type": [{
"type": "record",
"name": "B",
"fields": [{
"name": "b",
"type": "string"
}]
}, {
"type": "record",
"name": "C",
"fields": [{
"name": "c",
"type": "string"
}]
}]
}]
}
new_file = MemoryIO()
records = [{"a": ("B", {"b": "test"})}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file)
new_records = list(new_reader)
assert new_records == [{"a": {"b": "test"}}]
def test_nullable_values():
schema = {
"type":
"record",
"fields": [{
"name": "nullable_field",
"type": ["string", "null"]
}, {
"name": "field",
"type": "string"
}]
}
new_file = MemoryIO()
records = [{"field": "val"}, {"field": "val", "nullable_field": "no_null"}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file)
new_records = list(new_reader)
print(new_records)
assert new_records == [{
'nullable_field': None,
'field': 'val'
}, {
'nullable_field': 'no_null',
'field': 'val'
}]
def test_schema_migration_union_failure():
schema = {
"type": "record",
"name": "test_schema_migration_union_failure",
"fields": [{
"name": "test",
"type": "boolean"
}]
}
new_schema = {
"type": "record",
"name": "test_schema_migration_union_failure_new",
"fields": [{
"name": "test",
"type": ["string", "int"]
}]
}
new_file = MemoryIO()
records = [{"test": True}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
with pytest.raises(fastavro.read.SchemaResolutionError):
list(new_reader)
def check(filename):
with open(filename, 'rb') as fo:
reader = fastavro.reader(fo)
assert hasattr(reader, 'schema'), 'no schema on file'
if basename(filename) in NO_DATA:
return
records = list(reader)
assert len(records) > 0, 'no records found'
new_file = MemoryIO()
fastavro.writer(new_file, reader.schema, records, reader.codec)
new_file.seek(0)
new_reader = fastavro.reader(new_file)
assert hasattr(new_reader, 'schema'), "schema wasn't written"
assert new_reader.schema == reader.schema
assert new_reader.codec == reader.codec
new_records = list(new_reader)
assert new_records == records
# Test schema migration with the same schema
new_file.seek(0)
schema_migration_reader = fastavro.reader(new_file, reader.schema)
assert schema_migration_reader.reader_schema == reader.schema
new_records = list(schema_migration_reader)
assert new_records == records
def test_compression_level():
"""https://github.com/fastavro/fastavro/issues/377"""
schema = {
"doc":
"A weather reading.",
"name":
"Weather",
"namespace":
"test",
"type":
"record",
"fields": [
{
"name": "station",
"type": "string"
},
{
"name": "time",
"type": "long"
},
{
"name": "temp",
"type": "int"
},
],
}
records = [
{
"station": "011990-99999",
"temp": 0,
"time": 1433269388
},
{
"station": "011990-99999",
"temp": 22,
"time": 1433270389
},
{
"station": "011990-99999",
"temp": -11,
"time": 1433273379
},
{
"station": "012650-99999",
"temp": 111,
"time": 1433275478
},
]
file = MemoryIO()
fastavro.writer(file,
schema,
records,
codec="deflate",
codec_compression_level=9)
file.seek(0)
out_records = list(fastavro.reader(file))
assert records == out_records
def test_schema_migration_maps_with_union_promotion():
schema = {
"type": "record",
"fields": [{
"name": "test",
"type": {
"type": "map",
"values": ["string", "int"]
},
}]
}
new_schema = {
"type": "record",
"fields": [{
"name": "test",
"type": {
"type": "map",
"values": ["string", "long"]
},
}]
}
new_file = MemoryIO()
records = [{"test": {"foo": 1}}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
new_records = list(new_reader)
assert new_records == records
def test_schema_migration_array_with_union_promotion():
schema = {
"type": "record",
"fields": [{
"name": "test",
"type": {
"type": "array",
"items": ["boolean", "long"]
},
}]
}
new_schema = {
"type": "record",
"fields": [{
"name": "test",
"type": {
"type": "array",
"items": ["string", "float"]
},
}]
}
new_file = MemoryIO()
records = [{"test": [1, 2, 3]}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
new_records = list(new_reader)
assert new_records == records
def test_schema_migration_array_failure():
schema = {
"type": "record",
"fields": [{
"name": "test",
"type": {
"type": "array",
"items": ["string", "int"]
},
}]
}
new_schema = {
"type": "record",
"fields": [{
"name": "test",
"type": {
"type": "array",
"items": ["string", "boolean"]
},
}]
}
new_file = MemoryIO()
records = [{"test": [1, 2, 3]}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
try:
list(new_reader)
except fastavro._reader.SchemaResolutionError:
pass
else:
assert False
def test_schema_migration_schema_mismatch():
schema = {
"type": "record",
"fields": [{
"name": "test",
"type": "string",
}]
}
new_schema = {
"type": "enum",
"name": "test",
"symbols": ["FOO", "BAR"],
}
new_file = MemoryIO()
records = [{"test": "test"}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
try:
list(new_reader)
except fastavro._reader.SchemaResolutionError:
pass
else:
assert False
def test_ordered_dict_record():
"""
Write an Avro record using an OrderedDict and read it back. This tests for
a bug where dict was supported but not dict-like types.
"""
schema = {
"type": "record",
"name": "Test",
"namespace": "test",
"fields": [{
"name": "field",
"type": {
"type": "string"
}
}]
}
new_file = MemoryIO()
record = OrderedDict()
record["field"] = "foobar"
records = [record]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file)
new_records = list(new_reader)
assert new_records == records
def test_aliases_in_reader_schema():
schema = {
"type": "record",
"name": "test_aliases_in_reader_schema",
"fields": [{
"name": "test",
"type": "int"
}]
}
new_schema = {
"type": "record",
"name": "test_aliases_in_reader_schema_new",
"fields": [{
"name": "newtest",
"type": "int",
"aliases": ["test"]
}]
}
new_file = MemoryIO()
records = [{"test": 1}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
new_records = list(new_reader)
assert new_records[0]["newtest"] == records[0]["test"]
def test_schema_is_custom_dict_type():
"""https://github.com/tebeka/fastavro/issues/168"""
class CustomDict(dict):
pass
schema = {
'type':
'record',
'fields': [{
'name':
'description',
"type": ["null", {
"type": "array",
"items": "string"
}, "string"],
}],
"name":
"description",
"doc":
"A description of the thing."
}
other_type_schema = CustomDict(schema)
record = {
'description': 'value',
}
new_file = MemoryIO()
fastavro.schemaless_writer(new_file, schema, record)
new_file.seek(0)
new_record = fastavro.schemaless_reader(new_file, other_type_schema)
assert record == new_record
def test_schema_migration_maps_with_union_promotion():
schema = {
"type":
"record",
"fields": [{
"name": "test",
"type": {
"type": "map",
"values": ["string", "int"]
},
}]
}
new_schema = {
"type":
"record",
"fields": [{
"name": "test",
"type": {
"type": "map",
"values": ["string", "long"]
},
}]
}
new_file = MemoryIO()
records = [{"test": {"foo": 1}}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
new_records = list(new_reader)
assert new_records == records
def test_schemaless_writer_and_reader_with_union():
"""Testing basic functionality of reader with union when option to return_record_name is true.
"""
schema = {
"name":
"Message",
"type":
"record",
"namespace":
"test",
"fields": [{
"name": "id",
"type": "long"
}, {
"name":
"payload",
"type": [
{
"name":
"ApplicationCreated",
"type":
"record",
"fields": [{
"name": "applicationId",
"type": "string"
}, {
"name": "data",
"type": "string"
}]
},
{
"name":
"ApplicationSubmitted",
"type":
"record",
"fields": [{
"name": "applicationId",
"type": "string"
}, {
"name": "data",
"type": "string"
}]
},
]
}]
}
record = input_record = {
"id":
123,
"payload": ("test.ApplicationSubmitted", {
"applicationId": "123456789UT",
"data": "..."
})
}
new_file = MemoryIO()
fastavro.schemaless_writer(new_file, schema, record)
new_file.seek(0)
new_record = fastavro.schemaless_reader(new_file, schema, None, True)
assert record == new_record
def roundtrip(schema, records, new_schema):
new_file = MemoryIO()
fastavro.writer(new_file, schema, records)
new_file.seek(0)
reader = fastavro.reader(new_file, new_schema)
new_records = list(reader)
return new_records
def roundtrip(schema, records):
new_file = MemoryIO()
fastavro.writer(new_file, schema, records)
new_file.seek(0)
reader = fastavro.reader(new_file)
new_records = list(reader)
return new_records
def test_repo_caching_issue():
schema = {
"type": "record",
"name": "B",
"fields": [{
"name": "b",
"type": {
"type": "record",
"name": "C",
"fields": [{
"name": "c",
"type": "string"
}]
}
}]
}
new_file = MemoryIO()
records = [{"b": {"c": "test"}}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file)
new_records = list(new_reader)
assert new_records == records
other_schema = {
"name": "A",
"type": "record",
"fields": [{
"name": "a",
"type": {
"type": "record",
"name": "B",
"fields": [{
"name": "b",
"type": {
"type": "record",
"name": "C",
"fields": [{
"name": "c",
"type": "int"
}]
}
}]
}
}, {
"name": "aa",
"type": "B"
}]
}
new_file = MemoryIO()
records = [{"a": {"b": {"c": 1}}, "aa": {"b": {"c": 2}}}]
fastavro.writer(new_file, other_schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file)
new_records = list(new_reader)
assert new_records == records
def test_default_values():
schema = {"type": "record", "fields": [{"name": "default_field", "type": "string", "default": "default_value"}]}
new_file = MemoryIO()
records = [{}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file)
new_records = list(new_reader)
assert new_records == [{"default_field": "default_value"}]
def test_metadata():
schema = {"type": "record", "fields": []}
new_file = MemoryIO()
records = [{}]
metadata = {"key": "value"}
fastavro.writer(new_file, schema, records, metadata=metadata)
new_file.seek(0)
new_reader = fastavro.reader(new_file)
assert new_reader.metadata["key"] == metadata["key"]
def test_metadata():
schema = {"type": "record", "fields": []}
new_file = MemoryIO()
records = [{}]
metadata = {'key': 'value'}
fastavro.writer(new_file, schema, records, metadata=metadata)
new_file.seek(0)
new_reader = fastavro.reader(new_file)
assert new_reader.metadata['key'] == metadata['key']
def test_schemaless_write_read():
new_file = MemoryIO()
fastavro.schemaless_writer(new_file, parsed_schema, records[0])
new_file.seek(0)
# bytes로 변환?
new_file.seek(0)
new_record = fastavro.schemaless_reader(new_file, parsed_schema)
assert records[0] == new_record
def test_builtin_codecs(codec):
schema = {
"doc":
"A weather reading.",
"name":
"Weather",
"namespace":
"test",
"type":
"record",
"fields": [
{
"name": "station",
"type": "string"
},
{
"name": "time",
"type": "long"
},
{
"name": "temp",
"type": "int"
},
],
}
records = [
{
"station": "011990-99999",
"temp": 0,
"time": 1433269388
},
{
"station": "011990-99999",
"temp": 22,
"time": 1433270389
},
{
"station": "011990-99999",
"temp": -11,
"time": 1433273379
},
{
"station": "012650-99999",
"temp": 111,
"time": 1433275478
},
]
file = MemoryIO()
fastavro.writer(file, schema, records, codec=codec)
file.seek(0)
out_records = list(fastavro.reader(file))
assert records == out_records
def test_schema_migration_add_default_field():
schema = {"type": "record", "fields": []}
new_schema = {"type": "record", "fields": [{"name": "test", "type": "string", "default": "default"}]}
new_file = MemoryIO()
records = [{}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
new_records = list(new_reader)
assert new_records == [{"test": "default"}]
def test_schema_migration_reader_union():
schema = {"type": "record", "fields": [{"name": "test", "type": "int"}]}
new_schema = {"type": "record", "fields": [{"name": "test", "type": ["string", "int"]}]}
new_file = MemoryIO()
records = [{"test": 1}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
new_records = list(new_reader)
assert new_records == records
def roundtrip(schema, records, pass_schema_to_reader=False):
new_file = MemoryIO()
fastavro.writer(new_file, schema, records)
new_file.seek(0)
if pass_schema_to_reader:
reader = fastavro.reader(new_file, schema)
else:
reader = fastavro.reader(new_file)
new_records = list(reader)
return new_records
def test_schemaless_writer_and_reader():
schema = {
"type": "record",
"name": "Test",
"namespace": "test",
"fields": [{"name": "field", "type": {"type": "string"}}],
}
record = {"field": "test"}
new_file = MemoryIO()
fastavro.schemaless_writer(new_file, schema, record)
new_file.seek(0)
new_record = fastavro.schemaless_reader(new_file, schema)
assert record == new_record
def make_blocks(num_records=2000, codec='null'):
records = make_records(num_records)
new_file = MemoryIO()
fastavro.writer(new_file, schema, records, codec=codec)
new_file.seek(0)
block_reader = fastavro.block_reader(new_file, schema)
blocks = list(block_reader)
new_file.close()
return blocks, records
def make_blocks(num_records=2000, codec='null'):
records = make_records(num_records)
new_file = MemoryIO()
fastavro.writer(new_file, schema, records, codec=codec)
new_file.seek(0)
block_reader = fastavro.block_reader(new_file, schema)
blocks = list(block_reader)
new_file.close()
return blocks, records
def check_concatenate(source_codec='null', output_codec='null'):
blocks1, records1 = make_blocks(codec=source_codec)
blocks2, records2 = make_blocks(codec=source_codec)
new_file = MemoryIO()
w = fastavro.write.Writer(new_file, schema, codec=output_codec)
for block in blocks1:
w.write_block(block)
for block in blocks2:
w.write_block(block)
# Read the file back to make sure we get back the same stuff
new_file.seek(0)
new_records = list(fastavro.reader(new_file, schema))
assert new_records == records1 + records2
def test_boolean_roundtrip():
schema = {"type": "record", "fields": [{"name": "field", "type": "boolean"}]}
record = {"field": True}
new_file = MemoryIO()
fastavro.schemaless_writer(new_file, schema, record)
new_file.seek(0)
new_record = fastavro.schemaless_reader(new_file, schema)
assert record == new_record
record = {"field": False}
new_file = MemoryIO()
fastavro.schemaless_writer(new_file, schema, record)
new_file.seek(0)
new_record = fastavro.schemaless_reader(new_file, schema)
assert record == new_record
def check_concatenate(source_codec='null', output_codec='null'):
blocks1, records1 = make_blocks(codec=source_codec)
blocks2, records2 = make_blocks(codec=source_codec)
new_file = MemoryIO()
w = fastavro.write.Writer(new_file, schema, codec=output_codec)
for block in blocks1:
w.write_block(block)
for block in blocks2:
w.write_block(block)
# Read the file back to make sure we get back the same stuff
new_file.seek(0)
new_records = list(fastavro.reader(new_file, schema))
assert new_records == records1 + records2
def test_reader_schema_attributes_throws_deprecation():
"""https://github.com/fastavro/fastavro/issues/246"""
schema = {
"type": "record",
"name": "test_reader_schema_attributes_throws_deprecation",
"fields": []
}
stream = MemoryIO()
fastavro.writer(stream, schema, [{}])
stream.seek(0)
reader = fastavro.reader(stream)
with pytest.warns(DeprecationWarning):
reader.schema
def test_schemaless_writer_and_reader():
schema = {
"type": "record",
"name": "Test",
"namespace": "test",
"fields": [{
"name": "field",
"type": {"type": "string"}
}]
}
record = {"field": "test"}
new_file = MemoryIO()
fastavro.schemaless_writer(new_file, schema, record)
new_file.seek(0)
new_record = fastavro.schemaless_reader(new_file, schema)
assert record == new_record
def test_schema_migration_enum_failure():
schema = {"type": "enum", "name": "test", "symbols": ["FOO", "BAR"]}
new_schema = {"type": "enum", "name": "test", "symbols": ["BAZ", "BAR"]}
new_file = MemoryIO()
records = ["FOO"]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
try:
list(new_reader)
except fastavro._reader.SchemaResolutionError:
pass
else:
assert False
def test_default_values():
schema = {
"type": "record",
"fields": [{
"name": "default_field",
"type": "string",
"default": "default_value"
}]
}
new_file = MemoryIO()
records = [{}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file)
new_records = list(new_reader)
assert new_records == [{"default_field": "default_value"}]
def test_fastavro_errors_read_record():
fo = MemoryIO()
writer_schema = {
"type": "record",
"name": "extension_test",
"doc": "Complex schema with avro extensions",
"fields": [
{"name": "x",
"type": {
"type": "record",
"name": "inner",
"fields": [
{"name": "y", "type": "int"}
]
}}
]
}
reader_schema = {
"type": "record",
"name": "extension_test",
"doc": "Complex schema with avro extensions",
"fields": [
{"name": "x",
"type": {
"type": "record",
"name": "inner",
"fields": [
{"name": "y", "type": "float"}
]
}}
]
}
given = {"x": {"y": 0}}
write_data(fo, given, writer_schema)
fo.seek(0)
try:
read_data(fo, reader_schema)
assert False, 'bad schema did not raise!'
except AvroValueError as e:
assert '<record>.x.<record>.y' in str(e)
def test_schema_migration_enum_failure():
schema = {
"type": "enum",
"name": "test",
"symbols": ["FOO", "BAR"],
}
new_schema = {
"type": "enum",
"name": "test",
"symbols": ["BAZ", "BAR"],
}
new_file = MemoryIO()
records = ["FOO"]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
list(new_reader)
def test_fastavro_complex_nested():
fo = MemoryIO()
with open(join(data_dir, 'complex-nested.avsc')) as f:
schema = json.load(f)
records = [{
"test_boolean": True,
"test_int": 10,
"test_long": 20,
"test_float": 2.0,
"test_double": 2.0,
"test_bytes": b'asdf',
"test_string": 'qwerty',
"second_level": {
"test_int2": 100,
"test_string2": "asdf",
"default_level": {
"test_int_def": 1,
"test_string_def": "nope",
}
},
"fixed_int8": 1,
"fixed_int16": 2,
"fixed_int32": 3,
"fixed_int64": 4,
"fixed_uint8": 1,
"fixed_uint16": 2,
"fixed_uint32": 3,
"fixed_uint64": 4,
"fixed_int8_2": 12,
}]
fastavro.writer(fo, schema, records, enable_extensions=True)
fo.seek(0)
new_reader = fastavro.reader(fo, enable_extensions=True)
assert new_reader.schema == schema
new_records = list(new_reader)
assert new_records == records
def test_schema_migration_schema_mismatch():
schema = {
"type": "record",
"fields": [{
"name": "test",
"type": "string",
}]
}
new_schema = {
"type": "enum",
"name": "test",
"symbols": ["FOO", "BAR"],
}
new_file = MemoryIO()
records = [{"test": "test"}]
fastavro.writer(new_file, schema, records)
new_file.seek(0)
new_reader = fastavro.reader(new_file, new_schema)
list(new_reader)
def test_default_values_in_reader():
writer_schema = {
'name': 'name1',
'type': 'record',
'namespace': 'namespace1',
'fields': [{
'doc': 'test',
'type': 'int',
'name': 'good_field'
}],
'doc': 'test'
}
reader_schema = {
'name': 'name1',
'doc': 'test',
'namespace': 'namespace1',
'fields': [{
'name': 'good_field',
'doc': 'test',
'type': 'int'
}, {
'name': 'good_compatible_field',
'doc': 'test',
'default': 1,
'type': 'int'
}],
'type': 'record'
}
record = {'good_field': 1}
new_file = MemoryIO()
fastavro.schemaless_writer(new_file, writer_schema, record)
new_file.seek(0)
new_record = fastavro.schemaless_reader(
new_file,
writer_schema,
reader_schema,
)
assert new_record == {'good_field': 1, 'good_compatible_field': 1}
def test_fastavro_errors_read_map():
fo = MemoryIO()
writer_schema = {
"type": "map",
"values": "float"
}
reader_schema = {
"type": "map",
"values": "double"
}
given = {"x": 0}
write_data(fo, given, writer_schema)
fo.seek(0)
try:
read_data(fo, reader_schema)
assert False, 'bad schema did not raise!'
except AvroValueError as e:
assert '<map>.x.<double>' in str(e)
def test_fastavro_errors_read_array():
fo = MemoryIO()
writer_schema = {
"type": "array",
"items": "int",
}
reader_schema = {
"type": "array",
"items": "float",
}
given = [10, 20, 30]
write_data(fo, given, writer_schema)
fo.seek(0)
try:
read_data(fo, reader_schema)
assert False, 'bad schema did not raise!'
except AvroValueError as e:
# .[1] because the first element is read succesfully
# (but would be corrupt)
assert '<array>.[1].<float>' in str(e)
def test_fastavro_extensions():
fo = MemoryIO()
schema = {
"type": "record",
"name": "extension_test",
"doc": "Complex schema with avro extensions",
"fields": [
{"name": "fixed_int8", "type":
{"type": "fixed", "name": "int8_t", "size": 1}},
{"name": "fixed_int16", "type":
{"type": "fixed", "name": "int16_t", "size": 2}},
{"name": "fixed_int32", "type":
{"type": "fixed", "name": "int32_t", "size": 4}},
{"name": "fixed_int64", "type":
{"type": "fixed", "name": "int64_t", "size": 8}},
{"name": "fixed_uint8", "type":
{"type": "fixed", "name": "uint8_t", "size": 1}},
{"name": "fixed_uint16", "type":
{"type": "fixed", "name": "uint16_t", "size": 2}},
{"name": "fixed_uint32", "type":
{"type": "fixed", "name": "uint32_t", "size": 4}},
{"name": "fixed_uint64", "type":
{"type": "fixed", "name": "uint64_t", "size": 8}},
{"name": "fixed_uint64_2", "type": "uint64_t"},
]
}
records = [
{
"fixed_int8": 127,
"fixed_int16": -32768,
"fixed_int32": 2147483647,
"fixed_int64": 9223372036854775807,
"fixed_uint8": 2**8 - 1,
"fixed_uint16": 2**16 - 1,
"fixed_uint32": 2**32 - 1,
"fixed_uint64": 2**64 - 1,
"fixed_uint64_2": 0,
}, {
"fixed_int8": 1,
"fixed_int16": -2,
"fixed_int32": 3,
"fixed_int64": -4,
"fixed_uint8": 10,
"fixed_uint16": 20,
"fixed_uint32": 30,
"fixed_uint64": 40,
"fixed_uint64_2": 1000,
}
]
fastavro.writer(fo, schema, records, enable_extensions=True)
fo.seek(0)
new_reader = fastavro.reader(fo, enable_extensions=True)
assert new_reader.schema == schema
new_records = list(new_reader)
assert new_records == records