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4 changes: 2 additions & 2 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -23,12 +23,12 @@ officially supported languages have well-supported Avro libraries:
|C++|[Apache Avro C++](https://avro.apache.org/docs/current/api/cpp/html/index.html)|
|Dart|[avro-dart](https://github.com/sqs/avro-dart) (last updated 2012)|
|Go|[goavro](https://github.com/linkedin/goavro)|
|Java|[Apache Avro Java](https://avro.apache.org/docs/1.10.2/gettingstartedjava.html)|
|Java|[Apache Avro Java](https://avro.apache.org/docs/current/getting-started-java/)|
|Kotlin|[avro4k](https://github.com/avro-kotlin/avro4k)|
|Node|[avro-js](https://www.npmjs.com/package/avro-js)|
|Objective C|[ObjectiveAvro](https://github.com/jlawton/ObjectiveAvro) (but read [this](https://stackoverflow.com/questions/57216446/data-serialisation-in-objective-c-avro-alternative))|
|PHP|[avro-php](https://github.com/wikimedia/avro-php)|
|Python|[Apache Avro Python](https://avro.apache.org/docs/current/gettingstartedpython.html)|
|Python|[Apache Avro Python](https://avro.apache.org/docs/current/getting-started-python/)|
|Ruby|[AvroTurf](https://github.com/dasch/avro_turf)|

## Documentation, Blog Post and Videos
Expand Down
36 changes: 16 additions & 20 deletions python/util/ChangeEventHeaderUtility.py
Original file line number Diff line number Diff line change
Expand Up @@ -9,16 +9,16 @@
from bitstring import BitArray


def process_bitmap(avro_schema: Schema, bitmap_fields: list):
def process_bitmap(avro_schema: Schema, bitmap_fields: list[str]) -> list[str]:
fields = []
if len(bitmap_fields) != 0:
if bitmap_fields:
# replace top field level bitmap with list of fields
if bitmap_fields[0].startswith("0x"):
bitmap = bitmap_fields[0]
fields = fields + get_fieldnames_from_bitstring(bitmap, avro_schema)
fields += get_fieldnames_from_bitstring(bitmap, avro_schema)
bitmap_fields.remove(bitmap)
# replace parentPos-nested Nulled BitMap with list of fields too
if len(bitmap_fields) != 0 and "-" in str(bitmap_fields[-1]):
if bitmap_fields and "-" in str(bitmap_fields[-1]):
for bitmap_field in bitmap_fields:
if bitmap_field is not None and "-" in str(bitmap_field):
bitmap_strings = bitmap_field.split("-")
Expand All @@ -31,33 +31,29 @@ def process_bitmap(avro_schema: Schema, bitmap_fields: list):
parent_field_name = parent_field.name
# interpret the child field names from mapping of parentFieldPos -> childFieldbitMap
full_field_names = get_fieldnames_from_bitstring(bitmap_strings[1], child_schema)
full_field_names = append_parent_name(parent_field_name, full_field_names)
if len(full_field_names) > 0:
append_parent_name(parent_field_name, full_field_names)
if full_field_names:
# when all nested fields under a compound got nulled out at once by customer, we recognize the top level field instead of trying to list every single nested field
fields = fields + full_field_names
fields += full_field_names
return fields


def convert_hexbinary_to_bitset(bitmap):
def convert_hexbinary_to_bitset(bitmap: str) -> str:
bit_array = BitArray(hex=bitmap[2:])
binary_string = bit_array.bin
return binary_string[::-1]


def append_parent_name(parent_field_name, full_field_names):
def append_parent_name(parent_field_name: str, full_field_names: list[str]):
for index in range(len(full_field_names)):
full_field_names[index] = parent_field_name + "." + full_field_names[index]
return full_field_names
full_field_names[index] = f'{parent_field_name}.{full_field_names[index]}'


def get_fieldnames_from_bitstring(bitmap, avro_schema: Schema):
bitmap_field_name = []
def get_fieldnames_from_bitstring(bitmap: str, avro_schema: Schema) -> list[str]:
fields_list = list(avro_schema.fields)
binary_string = convert_hexbinary_to_bitset(bitmap)
indexes = find('1', binary_string)
for index in indexes:
bitmap_field_name.append(fields_list[index].name)
return bitmap_field_name
return [fields_list[index].name for index in indexes]


# Get the value type of an "optional" schema, which is a union of [null, valueSchema]
Expand All @@ -66,13 +62,13 @@ def get_value_schema(parent_field):
schemas = parent_field.schemas
if len(schemas) == 2 and schemas[0].type == 'null':
return schemas[1]
if len(schemas) == 2 and schemas[0].type == 'string':
elif len(schemas) == 2 and schemas[0].type == 'string':
return schemas[1]
if len(schemas) == 3 and schemas[0].type == 'null' and schemas[1].type == 'string':
elif len(schemas) == 3 and schemas[0].type == 'null' and schemas[1].type == 'string':
return schemas[2]
return parent_field


# Find the positions of 1 in the bit string
def find(to_find, binary_string):
return [i for i, x in enumerate(binary_string) if x == to_find]
def find(to_find: str, binary_string: str):
return (i for i, x in enumerate(binary_string) if x == to_find)