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Vortex Python
Work In Progress
Developer Guide
Extending Vortex
Extension DTypes
Writing a Vortex Encoding
Writing a Layout
Writing a Compute Function
Language Bindings
Benchmarking
Crate Architecture
Session and Registries
Runtime and Threading Model
Vtables and Dispatch
Execution
Scan Plans
Stats Pruning
I/O Subsystem
Serialization
CUDA Support
DataFusion
Spark
Specifications
File Format
Editions
IPC Format
DType Format
Scalar Format
Row Encoding Byte Sort Specification
API Reference
Python API
Data Types
Scalars
Arrays
Expressions
Compression
Registry
Input and Output
Object Store support
Dataset
Hugging Face Datasets
Runtime
Type Aliases
Rust API
C API
DTypes
Arrays
Java API
Project
Community
Roadmap
Language Bindings Evolution
Contributing
Changelog
0.85.0 (Draft)
0.84.0
0.83.0
0.82.0
0.81.0
0.80.0
References
Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
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Z
_
__getitem__() (vortex.expr.Expr method)
__len__() (vortex.Array method)
A
access_key (vortex.store.AzureAccessKey attribute)
access_key_id (vortex.store.S3Config attribute)
(vortex.store.S3Credential attribute)
account_key (vortex.store.AzureConfig attribute)
account_name (vortex.store.AzureConfig attribute)
add() (in module vortex.expr)
allow_http (vortex.store.ClientConfig attribute)
allow_invalid_certificates (vortex.store.ClientConfig attribute)
AlpArray (class in vortex)
AlpRdArray (class in vortex)
and_() (in module vortex.expr)
and_collect() (in module vortex.expr)
application_credentials (vortex.store.GCSConfig attribute)
apply() (vortex.Array method)
Array (class in vortex)
array() (in module vortex)
ArrayContext (class in vortex)
ArrayIterator (class in vortex)
as_py() (vortex.Scalar method)
authority_host (vortex.store.AzureConfig attribute)
AzureAccessKey (class in vortex.store)
AzureBearerToken (class in vortex.store)
AzureConfig (class in vortex.store)
AzureCredential (in module vortex.store)
AzureCredentialProvider (class in vortex.store)
AzureSASToken (class in vortex.store)
AzureStore (class in vortex.store)
B
backoff (vortex.store.RetryConfig attribute)
BackoffConfig (class in vortex.store)
base (vortex.store.BackoffConfig attribute)
between() (in module vortex.expr)
binary() (in module vortex)
BinaryDType (class in vortex)
BinaryScalar (class in vortex)
bit_width (vortex.FastLanesBitPackedArray attribute)
bool_() (in module vortex)
BoolArray (class in vortex)
BoolDType (class in vortex)
BoolScalar (class in vortex)
bucket (vortex.store.GCSConfig attribute)
(vortex.store.S3Config attribute)
buffers (vortex.SerializedArray attribute)
byte_length() (in module vortex.expr)
ByteBoolArray (class in vortex)
C
case_when() (in module vortex.expr)
cast() (in module vortex.expr)
checksum_algorithm (vortex.store.S3Config attribute)
children (vortex.SerializedArray attribute)
ChunkedArray (class in vortex)
client_id (vortex.store.AzureConfig attribute)
client_options (vortex.store.AzureStore property)
(vortex.store.GCSStore property)
(vortex.store.HTTPStore property)
(vortex.store.S3Store property)
client_secret (vortex.store.AzureConfig attribute)
ClientConfig (class in vortex.store)
column() (in module vortex.expr)
compact() (vortex.io.VortexWriteOptions static method)
compress() (in module vortex)
conditional_put (vortex.store.S3Config attribute)
config (vortex.store.AzureStore property)
(vortex.store.GCSStore property)
(vortex.store.S3Store property)
connect_timeout (vortex.store.ClientConfig attribute)
ConstantArray (class in vortex)
container_credentials_relative_uri (vortex.store.S3Config attribute)
container_name (vortex.store.AzureConfig attribute)
copy_if_not_exists (vortex.store.S3Config attribute)
count_rows() (vortex.dataset.VortexDataset method)
(vortex.dataset.VortexFragment method)
(vortex.dataset.VortexScanner method)
credential_provider (vortex.store.AzureStore property)
(vortex.store.GCSStore property)
(vortex.store.S3Store property)
cuda_extension_installed() (in module vortex)
D
dataset_schema (vortex.dataset.VortexScanner property)
date() (in module vortex)
DateTimePartsArray (class in vortex)
decimal() (in module vortex)
decode() (vortex.PyArray class method)
(vortex.SerializedArray method)
default() (vortex.io.VortexWriteOptions static method)
default_content_type (vortex.store.ClientConfig attribute)
default_headers (vortex.store.ClientConfig attribute)
default_region (vortex.store.S3Config attribute)
deserialize() (in module vortex.expr)
DictArray (class in vortex)
disable_tagging (vortex.store.AzureConfig attribute)
(vortex.store.S3Config attribute)
display_tree() (vortex.Array method)
div() (in module vortex.expr)
DType (class in vortex)
dtype (vortex.Array attribute)
(vortex.ArrayIterator attribute)
(vortex.PyArray property)
(vortex.Scalar attribute)
(vortex.VortexFile property)
E
element() (vortex.ListScalar method)
endpoint (vortex.store.AzureConfig attribute)
(vortex.store.S3Config attribute)
eq() (in module vortex.expr)
execute() (vortex.RepeatedScan method)
expires_at (vortex.store.AzureAccessKey attribute)
(vortex.store.AzureBearerToken attribute)
(vortex.store.AzureSASToken attribute)
(vortex.store.GCSCredential attribute)
(vortex.store.S3Credential attribute)
Expr (class in vortex.expr)
ext_storage() (in module vortex.expr)
ExtensionArray (class in vortex)
ExtensionDType (class in vortex)
ExtensionScalar (class in vortex)
F
fabric_cluster_identifier (vortex.store.AzureConfig attribute)
fabric_session_token (vortex.store.AzureConfig attribute)
fabric_token_service_url (vortex.store.AzureConfig attribute)
fabric_workload_host (vortex.store.AzureConfig attribute)
FastLanesBitPackedArray (class in vortex)
FastLanesDeltaArray (class in vortex)
FastLanesFoRArray (class in vortex)
federated_token_file (vortex.store.AzureConfig attribute)
field() (vortex.StructArray method)
(vortex.StructScalar method)
fields() (vortex.StructDType method)
fill_null() (in module vortex.expr)
filter() (vortex.Array method)
(vortex.dataset.VortexDataset method)
fixed_size_list() (in module vortex)
float_() (in module vortex)
from_arrow() (vortex.Array static method)
(vortex.DType class method)
from_iter() (vortex.ArrayIterator static method)
from_range() (vortex.Array static method)
from_url() (in module vortex.store)
(vortex.store.AzureStore class method)
(vortex.store.GCSStore class method)
(vortex.store.HTTPStore class method)
(vortex.store.LocalStore class method)
(vortex.store.S3Store class method)
FsstArray (class in vortex)
G
GCSConfig (class in vortex.store)
GCSCredential (class in vortex.store)
GCSCredentialProvider (class in vortex.store)
GCSStore (class in vortex.store)
get_fragments() (vortex.dataset.VortexDataset method)
get_item() (in module vortex.expr)
gt() (in module vortex.expr)
gt_eq() (in module vortex.expr)
H
head() (vortex.dataset.VortexDataset method)
(vortex.dataset.VortexFragment method)
(vortex.dataset.VortexScanner method)
http1_only (vortex.store.ClientConfig attribute)
http2_keep_alive_interval (vortex.store.ClientConfig attribute)
http2_keep_alive_timeout (vortex.store.ClientConfig attribute)
http2_keep_alive_while_idle (vortex.store.ClientConfig attribute)
http2_only (vortex.store.ClientConfig attribute)
HTTPStore (class in vortex.store)
I
id (vortex.Array attribute)
(vortex.PyArray property)
ilike() (in module vortex.expr)
imdsv1_fallback (vortex.store.S3Config attribute)
init_backoff (vortex.store.BackoffConfig attribute)
int_() (in module vortex)
is_not_null() (in module vortex.expr)
is_null() (in module vortex.expr)
is_nullable() (vortex.DType method)
J
join() (vortex.dataset.VortexDataset method)
join_asof() (vortex.dataset.VortexDataset method)
L
like() (in module vortex.expr)
list_() (in module vortex)
list_contains() (in module vortex.expr)
list_length() (in module vortex.expr)
list_sum() (in module vortex.expr)
ListArray (class in vortex)
ListDType (class in vortex)
ListScalar (class in vortex)
literal() (in module vortex.expr)
LocalStore (class in vortex.store)
lt() (in module vortex.expr)
lt_eq() (in module vortex.expr)
M
mask() (in module vortex.expr)
max_backoff (vortex.store.BackoffConfig attribute)
max_retries (vortex.store.RetryConfig attribute)
MemoryStore (class in vortex.store)
merge() (in module vortex.expr)
metadata (vortex.SerializedArray attribute)
metadata_endpoint (vortex.store.S3Config attribute)
module
vortex.dataset
vortex.io
vortex.registry
msi_endpoint (vortex.store.AzureConfig attribute)
msi_resource_id (vortex.store.AzureConfig attribute)
mul() (in module vortex.expr)
N
names() (vortex.StructArray method)
(vortex.StructDType method)
nbuffers (vortex.SerializedArray attribute)
nbytes (vortex.Array attribute)
nchildren (vortex.SerializedArray attribute)
not_() (in module vortex.expr)
not_eq() (in module vortex.expr)
not_ilike() (in module vortex.expr)
not_like() (in module vortex.expr)
null() (in module vortex)
NullArray (class in vortex)
NullDType (class in vortex)
NullScalar (class in vortex)
O
object_id (vortex.store.AzureConfig attribute)
open() (in module vortex)
or_() (in module vortex.expr)
or_collect() (in module vortex.expr)
P
pack() (in module vortex.expr)
parse() (vortex.SerializedArray static method)
partition_expression (vortex.dataset.VortexFragment property)
path (vortex.VortexFile property)
physical_schema (vortex.dataset.VortexFragment property)
pool_idle_timeout (vortex.store.ClientConfig attribute)
pool_max_idle_per_host (vortex.store.ClientConfig attribute)
prefix (vortex.store.AzureStore property)
(vortex.store.GCSStore property)
(vortex.store.LocalStore property)
(vortex.store.S3Store property)
PrimitiveArray (class in vortex)
PrimitiveDType (class in vortex)
PrimitiveScalar (class in vortex)
projected_schema (vortex.dataset.VortexScanner property)
proxy_url (vortex.store.ClientConfig attribute)
PType (class in vortex)
ptype (vortex.PrimitiveDType attribute)
PyArray (class in vortex)
R
read_all() (vortex.ArrayIterator method)
read_url() (in module vortex.io)
region (vortex.store.S3Config attribute)
register() (in module vortex.registry)
RepeatedScan (class in vortex)
replace_schema() (vortex.dataset.VortexDataset method)
request_payer (vortex.store.S3Config attribute)
retry_config (vortex.store.AzureStore property)
(vortex.store.GCSStore property)
(vortex.store.HTTPStore property)
(vortex.store.S3Store property)
retry_timeout (vortex.store.RetryConfig attribute)
RetryConfig (class in vortex.store)
root() (in module vortex.expr)
RunEndArray (class in vortex)
S
s3_express (vortex.store.S3Config attribute)
S3Config (class in vortex.store)
S3Credential (class in vortex.store)
S3CredentialProvider (class in vortex.store)
S3Store (class in vortex.store)
sas_key (vortex.store.AzureConfig attribute)
sas_token (vortex.store.AzureSASToken attribute)
Scalar (class in vortex)
scalar() (in module vortex)
(vortex.ConstantArray method)
scalar_at() (vortex.Array method)
(vortex.RepeatedScan method)
scan() (vortex.VortexFile method)
scan_batches() (vortex.dataset.VortexScanner method)
scanner() (vortex.dataset.VortexDataset method)
(vortex.dataset.VortexFragment method)
schema (vortex.dataset.VortexDataset property)
secret_access_key (vortex.store.S3Config attribute)
(vortex.store.S3Credential attribute)
select() (in module vortex.expr)
select_exclude() (in module vortex.expr)
SequenceArray (class in vortex)
serialize() (vortex.expr.Expr method)
SerializedArray (class in vortex)
server_side_encryption (vortex.store.S3Config attribute)
service_account (vortex.store.GCSConfig attribute)
service_account_key (vortex.store.GCSConfig attribute)
session_token (vortex.store.S3Config attribute)
set_worker_threads() (in module vortex)
skip_signature (vortex.store.AzureConfig attribute)
(vortex.store.GCSConfig attribute)
(vortex.store.S3Config attribute)
sort_by() (vortex.dataset.VortexDataset method)
SparseArray (class in vortex)
sse_bucket_key_enabled (vortex.store.S3Config attribute)
sse_customer_key_base64 (vortex.store.S3Config attribute)
sse_kms_key_id (vortex.store.S3Config attribute)
storage() (vortex.ExtensionScalar method)
struct() (in module vortex)
StructArray (class in vortex)
StructDType (class in vortex)
StructScalar (class in vortex)
sub() (in module vortex.expr)
T
take() (vortex.Array method)
(vortex.dataset.VortexDataset method)
(vortex.dataset.VortexFragment method)
tenant_id (vortex.store.AzureConfig attribute)
time() (in module vortex)
timeout (vortex.store.ClientConfig attribute)
timestamp() (in module vortex)
to_arrow() (vortex.ArrayIterator method)
(vortex.VortexFile method)
to_arrow_array() (vortex.Array method)
to_arrow_table() (vortex.Array method)
to_batches() (vortex.dataset.VortexDataset method)
(vortex.dataset.VortexFragment method)
(vortex.dataset.VortexScanner method)
to_dataset() (vortex.VortexFile method)
to_numpy() (vortex.Array method)
to_pandas() (vortex.Array method)
to_polars() (vortex.VortexFile method)
to_polars_dataframe() (vortex.Array method)
to_polars_series() (vortex.Array method)
to_pylist() (vortex.Array method)
to_reader() (vortex.dataset.VortexScanner method)
to_record_batch_reader() (vortex.dataset.VortexDataset method)
to_repeated_scan() (vortex.VortexFile method)
to_table() (vortex.dataset.VortexDataset method)
(vortex.dataset.VortexFragment method)
(vortex.dataset.VortexScanner method)
token (vortex.store.AzureBearerToken attribute)
(vortex.store.AzureConfig attribute)
(vortex.store.GCSCredential attribute)
(vortex.store.S3Credential attribute)
U
uint() (in module vortex)
unsigned_payload (vortex.store.S3Config attribute)
url (vortex.store.HTTPStore property)
use_azure_cli (vortex.store.AzureConfig attribute)
use_emulator (vortex.store.AzureConfig attribute)
use_fabric_endpoint (vortex.store.AzureConfig attribute)
user_agent (vortex.store.ClientConfig attribute)
utf8() (in module vortex)
Utf8DType (class in vortex)
Utf8Scalar (class in vortex)
V
VarBinArray (class in vortex)
VarBinViewArray (class in vortex)
variant_get() (in module vortex.expr)
virtual_hosted_style_request (vortex.store.S3Config attribute)
vortex.dataset
module
vortex.io
module
vortex.registry
module
vortex.store.CosStore (built-in class)
vortex.store.GoosefsStore (built-in class)
vortex.store.HfStore (built-in class)
vortex.type_aliases.IntoArrayIterator (built-in variable)
vortex.type_aliases.IntoProjection (built-in variable)
VortexDataset (class in vortex.dataset)
VortexFile (class in vortex)
VortexFragment (class in vortex.dataset)
VortexScanner (class in vortex.dataset)
VortexWriteOptions (class in vortex.io)
vx_array (C type)
vx_array_clone (C function)
vx_array_dtype (C function)
vx_array_free (C function)
vx_array_len (C function)
vx_dtype (C type)
vx_dtype_clone (C function)
vx_dtype_decimal_precision (C function)
vx_dtype_decimal_scale (C function)
vx_dtype_free (C function)
vx_dtype_get_variant (C function)
vx_dtype_is_nullable (C function)
vx_dtype_list_element (C function)
vx_dtype_new_binary (C function)
vx_dtype_new_bool (C function)
vx_dtype_new_decimal (C function)
vx_dtype_new_list (C function)
vx_dtype_new_null (C function)
vx_dtype_new_primitive (C function)
vx_dtype_new_struct (C function)
vx_dtype_new_utf8 (C function)
vx_dtype_primitive_ptype (C function)
vx_dtype_struct_dtype (C function)
vx_dtype_variant (C enum)
vx_dtype_variant.DTYPE_BINARY (C enumerator)
vx_dtype_variant.DTYPE_BOOL (C enumerator)
vx_dtype_variant.DTYPE_DECIMAL (C enumerator)
vx_dtype_variant.DTYPE_EXTENSION (C enumerator)
vx_dtype_variant.DTYPE_FIXED_SIZE_LIST (C enumerator)
vx_dtype_variant.DTYPE_LIST (C enumerator)
vx_dtype_variant.DTYPE_NULL (C enumerator)
vx_dtype_variant.DTYPE_PRIMITIVE (C enumerator)
vx_dtype_variant.DTYPE_STRUCT (C enumerator)
vx_dtype_variant.DTYPE_UTF8 (C enumerator)
vx_error (C type)
vx_error_free (C function)
vx_error_message (C function)
vx_log_level (C enum)
vx_log_level.LOG_LEVEL_DEBUG (C enumerator)
vx_log_level.LOG_LEVEL_ERROR (C enumerator)
vx_log_level.LOG_LEVEL_INFO (C enumerator)
vx_log_level.LOG_LEVEL_OFF (C enumerator)
vx_log_level.LOG_LEVEL_TRACE (C enumerator)
vx_log_level.LOG_LEVEL_WARN (C enumerator)
vx_ptype (C enum)
vx_ptype.PTYPE_F16 (C enumerator)
vx_ptype.PTYPE_F32 (C enumerator)
vx_ptype.PTYPE_F64 (C enumerator)
vx_ptype.PTYPE_I16 (C enumerator)
vx_ptype.PTYPE_I32 (C enumerator)
vx_ptype.PTYPE_I64 (C enumerator)
vx_ptype.PTYPE_I8 (C enumerator)
vx_ptype.PTYPE_U16 (C enumerator)
vx_ptype.PTYPE_U32 (C enumerator)
vx_ptype.PTYPE_U64 (C enumerator)
vx_ptype.PTYPE_U8 (C enumerator)
vx_session (C type)
vx_session_free (C function)
vx_session_new (C function)
vx_set_log_level (C function)
vx_struct_fields (C type)
vx_struct_fields_builder (C type)
vx_struct_fields_builder_add_field (C function)
vx_struct_fields_builder_finalize (C function)
vx_struct_fields_builder_free (C function)
vx_struct_fields_builder_new (C function)
vx_struct_fields_field_dtype (C function)
vx_struct_fields_field_name (C function)
vx_struct_fields_free (C function)
vx_struct_fields_nfields (C function)
W
worker_threads() (in module vortex)
write() (in module vortex.io)
(vortex.io.VortexWriteOptions method)
Z
ZigZagArray (class in vortex)
zip_() (in module vortex.expr)