23#include <unordered_set>
54 :
std::runtime_error(message)
342 template <input_metadata_container R>
345 if (!schema_created_with_sparrow())
620 template <std::ranges::input_range R>
680 template <std::ranges::input_range R>
690 template <std::ranges::input_range R>
972 bool m_schema_is_immutable = false;
973 bool m_array_is_immutable = false;
974 std::vector<
bool> m_children_array_immutable;
975 std::vector<
bool> m_children_schema_immutable;
976 bool m_is_dictionary_immutable = false;
985 template <
typename AA,
typename AS>
986 requires std::same_as<std::remove_const_t<std::remove_pointer_t<std::remove_cvref_t<AA>>>,
ArrowArray>
987 && std::same_as<std::remove_const_t<std::remove_pointer_t<std::remove_cvref_t<AS>>>,
ArrowSchema>
990 [[nodiscard]]
bool empty()
const;
991 SPARROW_API void resize_children(
size_t children_count);
995 void update_children();
996 void update_dictionary();
997 void update_null_count();
999 void remove_dictionary();
1000 void remove_child(
size_t index);
1002 [[nodiscard]]
bool array_created_with_sparrow()
const;
1003 [[nodiscard]]
SPARROW_API bool schema_created_with_sparrow()
const;
1005 void validate_array_and_schema()
const;
1007 [[nodiscard]]
bool is_arrow_array_valid()
const;
1008 [[nodiscard]]
bool is_arrow_schema_valid()
const;
1009 [[nodiscard]]
bool is_proxy_valid()
const;
1011 [[nodiscard]]
size_t get_null_count()
const;
1013 [[nodiscard]]
ArrowArray& array_without_sanitize();
1014 [[nodiscard]]
const ArrowArray& array_without_sanitize()
const;
1016 [[nodiscard]]
ArrowSchema& schema_without_sanitize();
1017 [[nodiscard]]
const ArrowSchema& schema_without_sanitize()
const;
1023 void sanitize_schema();
1027 template <const
char* function_name,
bool check_array_is_mutable,
bool check_schema_is_mutable>
1028 void throw_if_immutable()
const;
1031 template <std::ranges::input_range R>
1032 requires std::same_as<std::ranges::range_value_t<R>, arrow_array_and_schema_pointers>
1035 static constexpr const char function_name[] =
"add_children";
1036 throw_if_immutable<function_name, true, true>();
1038 const size_t original_children_count =
n_children();
1039 const size_t new_children_count = original_children_count + add_children_count;
1041 resize_children(new_children_count);
1042 for (
size_t i = 0; i < add_children_count; ++i)
1045 i + original_children_count,
1052 template <std::ranges::input_range R>
1058 throw arrow_proxy_exception(
"Cannot set n_buffers on non-sparrow created ArrowArray or ArrowSchema");
1061 const size_t add_children_count = std::ranges::size(arrow_arrays_and_schemas);
1062 const size_t original_children_count =
n_children();
1063 const size_t new_children_count = original_children_count + add_children_count;
1065 resize_children(new_children_count);
1066 for (
size_t i = 0; i < add_children_count; ++i)
1069 i + original_children_count,
1070 std::move(arrow_arrays_and_schemas[i].
array),
1071 std::move(arrow_arrays_and_schemas[i].
schema)
1076 template <std::ranges::input_range R>
1084 auto bitmap = get_non_owning_dynamic_bitset();
1085 const auto it = bitmap.insert(
sparrow::next(bitmap.cbegin(), index), range.begin(), range.end());
1086 return static_cast<size_t>(std::distance(bitmap.begin(), it));
1089 template <
typename AA,
typename AS>
1090 requires std::same_as<std::remove_const_t<std::remove_pointer_t<std::remove_cvref_t<AA>>>,
ArrowArray>
1091 && std::same_as<std::remove_const_t<std::remove_pointer_t<std::remove_cvref_t<AS>>>,
ArrowSchema>
1094 if constexpr (std::is_const_v<std::remove_pointer_t<std::remove_reference_t<AA>>>)
1096 m_array_is_immutable =
true;
1101 m_array = std::forward<AA>(
array);
1104 if constexpr (std::is_const_v<std::remove_pointer_t<std::remove_reference_t<AS>>>)
1106 m_schema_is_immutable =
true;
1107 m_schema =
const_cast<ArrowSchema*
>(
schema);
1111 m_schema = std::forward<AS>(
schema);
1114 if constexpr (std::is_rvalue_reference_v<AA&&>)
1118 else if constexpr (std::is_pointer_v<std::remove_cvref_t<AA>>)
1123 if constexpr (std::is_rvalue_reference_v<AS&&>)
1127 else if constexpr (std::is_pointer_v<std::remove_cvref_t<AS>>)
1132 m_children_array_immutable = std::vector<bool>(
n_children(), m_array_is_immutable);
1133 m_children_schema_immutable = std::vector<bool>(
n_children(), m_schema_is_immutable);
1134 validate_array_and_schema();
1137 update_dictionary();
1140 template <const
char* function_name,
bool check_array_is_mutable,
bool check_schema_is_mutable>
1141 void arrow_proxy::throw_if_immutable()
const
1143 static const std::string cannot_call =
"Cannot call ";
1146 auto error_message = cannot_call + std::string(function_name)
1147 +
" on non-sparrow created ArrowArray or ArrowSchema";
1148 throw arrow_proxy_exception(error_message);
1150 if constexpr (check_array_is_mutable || check_schema_is_mutable)
1152 if (m_array_is_immutable || m_schema_is_immutable)
1155 std::string error_message = cannot_call + std::string(function_name);
1156 if constexpr (check_array_is_mutable && !check_schema_is_mutable)
1158 if (m_array_is_immutable)
1160 error_message +=
" on an immutable ArrowArray. You may have passed a const ArrowArray* at the creation.";
1163 else if constexpr (check_schema_is_mutable && !check_array_is_mutable)
1165 if (m_schema_is_immutable)
1167 error_message +=
" on an immutable ArrowSchema. You may have passed a const ArrowSchema* at the creation.";
1170 else if constexpr (check_array_is_mutable && check_schema_is_mutable)
1172 if (m_array_is_immutable && m_schema_is_immutable)
1174 error_message +=
" on an immutable ArrowArray and ArrowSchema. You may have passed const ArrowArray* and const ArrowSchema* at the creation.";
1177 throw arrow_proxy_exception(error_message);
1184#if defined(__cpp_lib_format)
1187struct std::formatter<
sparrow::buffer_view<uint8_t>>
1191 char delimiter =
' ';
1192 static constexpr std::string_view opening =
"[";
1193 static constexpr std::string_view closing =
"]";
1197 constexpr auto parse(std::format_parse_context& ctx)
1199 auto it = ctx.begin();
1200 auto end = ctx.end();
1203 if (it != end && *it !=
'}')
1208 if (it != end && *it !=
'}')
1210 throw std::format_error(
"Invalid format specifier for range");
1216 auto format(
const sparrow::buffer_view<uint8_t>& range, std::format_context& ctx)
const
1218 auto out = ctx.out();
1225 for (
const auto& elem : range)
1231 out = std::format_to(out,
"{}", elem);
1246 os << std::format(
"{}", value);
1252struct std::formatter<
sparrow::arrow_proxy>
1254 constexpr auto parse(std::format_parse_context& ctx)
1259 auto format(
const sparrow::arrow_proxy& obj, std::format_context& ctx)
const
1261 std::string buffers_description_str;
1262 for (
size_t i = 0; i < obj.
n_buffers(); ++i)
1265 std::back_inserter(buffers_description_str),
1268 obj.
buffers()[i].size() *
sizeof(uint8_t),
1273 std::string children_str;
1274 for (
const auto& child : obj.
children())
1276 std::format_to(std::back_inserter(children_str),
"{}\n", child);
1279 const std::string dictionary_str = obj.
dictionary() ? std::format(
"{}", *obj.
dictionary()) :
"nullptr";
1281 return std::format_to(
1283 "arrow_proxy\n- format: {}\n- name; {}\n- metadata: {}\n- data_type: {}\n- null_count:{}\n- length: {}\n- offset: {}\n- n_buffers: {}\n- buffers:\n{}\n- n_children: {}\n-children: {}\n- dictionary: {}",
1285 obj.
name().value_or(
""),
1292 buffers_description_str,
1304 os << std::format(
"{}", value);
Dynamically typed array encapsulating an Arrow layout.
Private data for ArrowArray.
Exception thrown by arrow_proxy operations.
arrow_proxy_exception(const std::string &message)
Constructs an arrow_proxy_exception with a descriptive message.
SPARROW_API void push_back_bitmap(bool value)
Appends a validity bit at the end of the bitmap.
SPARROW_API ArrowArray extract_array()
Extract the ArrowArray from the proxy, and transfers the responsibility to release it after usage to ...
SPARROW_API void add_child(const ArrowArray *array, const ArrowSchema *schema)
Add a child without taking its ownership.
SPARROW_API void add_child(ArrowArray *array, ArrowSchema *schema)
Add a child without taking its ownership.
SPARROW_API arrow_proxy(ArrowArray &&array, ArrowSchema *schema)
Constructs an arrow_proxy taking ownership of ArrowArray, referencing ArrowSchema.
SPARROW_API void set_buffer(size_t index, buffer< uint8_t > &&buffer)
Sets a specific buffer by moving it at the given index.
SPARROW_API ArrowSchema & schema()
Get a reference to the ArrowSchema of the proxy.
SPARROW_API const std::unique_ptr< arrow_proxy > & dictionary() const
Returns a constant reference to the dictionary arrow proxy.
SPARROW_API std::unordered_set< ArrowFlag > flags() const
Gets the Arrow flags set for this array.
void SPARROW_API set_data_type(enum data_type data_type)
Sets the data type (updates format string accordingly).
SPARROW_API bool owns_schema() const
Check whether the proxy has ownership of its internal the ArrowSchema.
SPARROW_API std::vector< arrow_proxy > & children()
Returns a mutable reference to the vector of child arrow proxies.
SPARROW_API void add_child(ArrowArray &&array, ArrowSchema &&schema)
Add a child and takes its ownership.
SPARROW_API arrow_proxy & operator=(const arrow_proxy &other)
Copy assignment operator.
SPARROW_API bool is_created_with_sparrow() const
Check if the ArrowArray and ArrowSchema were created with sparrow.
SPARROW_API size_t offset() const
Gets the starting offset within the buffers.
SPARROW_API arrow_proxy(ArrowArray &&array, ArrowSchema &&schema)
Constructs an arrow_proxy taking ownership of both ArrowArray and ArrowSchema.
SPARROW_API bool is_view() const noexcept
Check whether the proxy is a view.
SPARROW_API void set_name(std::optional< std::string_view > name)
Sets the name of the array/field.
SPARROW_API const std::string_view format() const
Gets the Arrow format string describing the data type.
SPARROW_API size_t length() const
Gets the number of elements in the array.
SPARROW_API void set_n_buffers(size_t n_buffers)
Sets the number of buffers and resizes the buffer vector.
SPARROW_API void set_buffer(size_t index, const buffer_view< uint8_t > &buffer)
Sets a specific buffer at the given index.
SPARROW_API void set_child(size_t index, ArrowArray *array, ArrowSchema *schema)
Set the child at the given index.
SPARROW_API arrow_proxy & operator=(arrow_proxy &&other) noexcept
Move assignment operator.
SPARROW_API void set_dictionary(const ArrowArray *array, const ArrowSchema *schema)
Set the dictionary.
SPARROW_API void pop_back_bitmap()
Removes the last validity bit from the bitmap.
SPARROW_API void set_null_count(int64_t null_count)
Sets the number of null values in the array.
SPARROW_API const std::vector< arrow_proxy > & children() const
Returns a constant reference to the vector of child arrow proxies.
SPARROW_API std::vector< sparrow::buffer_view< uint8_t > > & buffers()
Gets mutable reference to the buffer views.
SPARROW_API enum data_type data_type() const
Gets the data type enum corresponding to the format.
void set_metadata(std::optional< R > metadata)
Sets the metadata key-value pairs.
SPARROW_API bool is_schema_const() const
Check if the schema is const.
SPARROW_API void set_child(size_t index, ArrowArray &&array, ArrowSchema &&schema)
Set the child at the given index.
SPARROW_API bool is_array_const() const
Check if the array is const.
SPARROW_API size_t n_children() const
Gets the number of child arrays.
SPARROW_API ArrowArray & array()
Get a reference to the ArrowArray of the proxy.
SPARROW_API arrow_proxy(ArrowArray &&array, const ArrowSchema *schema)
Constructs an arrow_proxy taking ownership of ArrowArray, referencing const ArrowSchema.
SPARROW_API ~arrow_proxy()
Destructor releasing owned Arrow structures.
SPARROW_API std::optional< std::string_view > name() const
Gets the optional name of the array/field.
SPARROW_API arrow_proxy(const ArrowArray *array, const ArrowSchema *schema)
Constructs an arrow_proxy referencing external const ArrowArray and const ArrowSchema.
SPARROW_API std::optional< key_value_view > metadata() const
Gets the metadata key-value pairs.
SPARROW_API arrow_array_private_data * get_array_private_data()
SPARROW_API bool owns_array() const
Check whether the proxy has ownership of its internal the ArrowArray.
SPARROW_API void set_length(size_t length)
Sets the number of elements in the array.
SPARROW_API void set_dictionary(ArrowArray &&array_dictionary, ArrowSchema &&schema_dictionary)
Set the dictionary.
SPARROW_API void set_offset(size_t offset)
Sets the starting offset within the buffers.
SPARROW_API void * private_data() const
SPARROW_API void set_format(const std::string_view format)
Sets the Arrow format string.
SPARROW_API arrow_proxy view() const
Get a non-owning view of the arrow_proxy.
SPARROW_API arrow_proxy slice_view(size_t start, size_t end) const
Slices the array to keep only the elements between the given start and end.
SPARROW_API void pop_children(size_t n)
Pop n children.
SPARROW_API std::unique_ptr< arrow_proxy > & dictionary()
Returns a mutable reference to the dictionary arrow proxy.
SPARROW_API void resize_bitmap(size_t new_size, bool value=true)
Resizes the validity bitmap buffer.
SPARROW_API size_t n_buffers() const
Gets the number of buffers in the array.
SPARROW_API size_t erase_bitmap(size_t index, size_t count=1)
Erases validity bits starting at specified position.
SPARROW_API int64_t null_count() const
Gets the number of null values in the array.
SPARROW_API arrow_schema_private_data * get_schema_private_data()
SPARROW_API arrow_proxy(arrow_proxy &&other) noexcept
Move constructor transferring ownership.
SPARROW_API arrow_proxy slice(size_t start, size_t end) const
Slices the array to keep only the elements between the given start and end.
SPARROW_API arrow_proxy(const arrow_proxy &other)
Copy constructor creating independent copy.
void add_children(const R &arrow_array_and_schema_pointers)
Add children without taking their ownership.
SPARROW_API void set_dictionary(ArrowArray *array, ArrowSchema *schema)
Set the dictionary.
SPARROW_API const std::vector< sparrow::buffer_view< uint8_t > > & buffers() const
Gets const reference to the buffer views.
SPARROW_API size_t insert_bitmap(size_t index, bool value, size_t count=1)
Inserts validity bits with the same value at specified position.
SPARROW_API ArrowSchema extract_schema()
Extract the ArrowSchema from the proxy, and transfers the responsibility to release it after usage to...
SPARROW_API void set_flags(const std::unordered_set< ArrowFlag > &flags)
Sets the Arrow flags for this array.
SPARROW_API void update_buffers()
Refresh the buffers views.
SPARROW_API arrow_proxy(ArrowArray *array, ArrowSchema *schema)
Constructs an arrow_proxy referencing external ArrowArray and ArrowSchema.
SPARROW_API void set_child(size_t index, const ArrowArray *array, const ArrowSchema *schema)
Set the child at the given index.
Private data for ArrowSchema.
Object that owns a piece of contiguous memory.
#define SPARROW_ASSERT_TRUE(expr__)
constexpr std::ranges::copy_result< std::ranges::borrowed_iterator_t< R >, O > copy(R &&r, O result)
SPARROW_API void swap(ArrowArray &lhs, ArrowArray &rhs)
Swaps the contents of the two ArrowArray objects.
constexpr InputIt next(InputIt it, Distance n)
std::string get_metadata_from_key_values(const T &metadata)
Converts a container of key-value pairs to binary metadata format.
std::ostream & operator<<(std::ostream &os, const nullval_t &)
constexpr bool has_bitmap(data_type dt) noexcept