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datasketches
Downloads 498this week
GitHub stars 34
Extension repository on GitHub
Extension descriptor (YAML)

By utilizing the Apache DataSketches library this extension can efficiently compute approximate distinct item counts and estimations of quantiles, while allowing the sketches to be serialized.

Maintainer(s): rustyconover

Installing and Loading 

INSTALL datasketches FROM community;
LOAD datasketches;

About datasketches

For more information regarding usage, see the documentation.

Added Functions

function_name function_type description comment examples
datasketch_cpc aggregate NULL NULL NULL
datasketch_cpc_describe scalar NULL NULL NULL
datasketch_cpc_estimate scalar NULL NULL NULL
datasketch_cpc_is_empty scalar NULL NULL NULL
datasketch_cpc_lower_bound scalar NULL NULL NULL
datasketch_cpc_union aggregate NULL NULL NULL
datasketch_cpc_upper_bound scalar NULL NULL NULL
datasketch_hll aggregate NULL NULL NULL
datasketch_hll_describe scalar NULL NULL NULL
datasketch_hll_estimate scalar NULL NULL NULL
datasketch_hll_is_compact scalar NULL NULL NULL
datasketch_hll_is_empty scalar NULL NULL NULL
datasketch_hll_lg_config_k scalar NULL NULL NULL
datasketch_hll_lower_bound scalar NULL NULL NULL
datasketch_hll_union aggregate NULL NULL NULL
datasketch_hll_upper_bound scalar NULL NULL NULL
datasketch_kll aggregate NULL NULL NULL
datasketch_kll_cdf scalar NULL NULL NULL
datasketch_kll_describe scalar NULL NULL NULL
datasketch_kll_is_empty scalar NULL NULL NULL
datasketch_kll_is_estimation_mode scalar NULL NULL NULL
datasketch_kll_k scalar NULL NULL NULL
datasketch_kll_max_item scalar NULL NULL NULL
datasketch_kll_min_item scalar NULL NULL NULL
datasketch_kll_n scalar NULL NULL NULL
datasketch_kll_normalized_rank_error scalar NULL NULL NULL
datasketch_kll_num_retained scalar NULL NULL NULL
datasketch_kll_pmf scalar NULL NULL NULL
datasketch_kll_quantile scalar NULL NULL NULL
datasketch_kll_rank scalar NULL NULL NULL
datasketch_quantiles aggregate NULL NULL NULL
datasketch_quantiles_cdf scalar NULL NULL NULL
datasketch_quantiles_describe scalar NULL NULL NULL
datasketch_quantiles_is_empty scalar NULL NULL NULL
datasketch_quantiles_is_estimation_mode scalar NULL NULL NULL
datasketch_quantiles_k scalar NULL NULL NULL
datasketch_quantiles_max_item scalar NULL NULL NULL
datasketch_quantiles_min_item scalar NULL NULL NULL
datasketch_quantiles_n scalar NULL NULL NULL
datasketch_quantiles_normalized_rank_error scalar NULL NULL NULL
datasketch_quantiles_num_retained scalar NULL NULL NULL
datasketch_quantiles_pmf scalar NULL NULL NULL
datasketch_quantiles_quantile scalar NULL NULL NULL
datasketch_quantiles_rank scalar NULL NULL NULL
datasketch_req aggregate NULL NULL NULL
datasketch_req_cdf scalar NULL NULL NULL
datasketch_req_describe scalar NULL NULL NULL
datasketch_req_is_empty scalar NULL NULL NULL
datasketch_req_is_estimation_mode scalar NULL NULL NULL
datasketch_req_k scalar NULL NULL NULL
datasketch_req_max_item scalar NULL NULL NULL
datasketch_req_min_item scalar NULL NULL NULL
datasketch_req_n scalar NULL NULL NULL
datasketch_req_num_retained scalar NULL NULL NULL
datasketch_req_pmf scalar NULL NULL NULL
datasketch_req_quantile scalar NULL NULL NULL
datasketch_req_rank scalar NULL NULL NULL
datasketch_tdigest aggregate NULL NULL NULL
datasketch_tdigest_cdf scalar NULL NULL NULL
datasketch_tdigest_describe scalar NULL NULL NULL
datasketch_tdigest_is_empty scalar NULL NULL NULL
datasketch_tdigest_k scalar NULL NULL NULL
datasketch_tdigest_pmf scalar NULL NULL NULL
datasketch_tdigest_quantile scalar NULL NULL NULL
datasketch_tdigest_rank scalar NULL NULL NULL
datasketch_tdigest_total_weight scalar NULL NULL NULL

Added Types

type_name type_size logical_type type_category internal
sketch_cpc 16 BLOB NULL true
sketch_hll 16 BLOB NULL true
sketch_kll_bigint 16 BLOB NULL true
sketch_kll_double 16 BLOB NULL true
sketch_kll_float 16 BLOB NULL true
sketch_kll_integer 16 BLOB NULL true
sketch_kll_smallint 16 BLOB NULL true
sketch_kll_tinyint 16 BLOB NULL true
sketch_kll_ubigint 16 BLOB NULL true
sketch_kll_uinteger 16 BLOB NULL true
sketch_kll_usmallint 16 BLOB NULL true
sketch_kll_utinyint 16 BLOB NULL true
sketch_quantiles_bigint 16 BLOB NULL true
sketch_quantiles_double 16 BLOB NULL true
sketch_quantiles_float 16 BLOB NULL true
sketch_quantiles_integer 16 BLOB NULL true
sketch_quantiles_smallint 16 BLOB NULL true
sketch_quantiles_tinyint 16 BLOB NULL true
sketch_quantiles_ubigint 16 BLOB NULL true
sketch_quantiles_uinteger 16 BLOB NULL true
sketch_quantiles_usmallint 16 BLOB NULL true
sketch_quantiles_utinyint 16 BLOB NULL true
sketch_req_bigint 16 BLOB NULL true
sketch_req_double 16 BLOB NULL true
sketch_req_float 16 BLOB NULL true
sketch_req_integer 16 BLOB NULL true
sketch_req_smallint 16 BLOB NULL true
sketch_req_tinyint 16 BLOB NULL true
sketch_req_ubigint 16 BLOB NULL true
sketch_req_uinteger 16 BLOB NULL true
sketch_req_usmallint 16 BLOB NULL true
sketch_req_utinyint 16 BLOB NULL true
sketch_tdigest_double 16 BLOB NULL true
sketch_tdigest_float 16 BLOB NULL true

Added Settings

name description input_type scope aliases
auto_fallback_to_full_download Allows automatically falling back to full file downloads when possible. BOOLEAN GLOBAL []
ca_cert_file Path to a custom certificate file for self-signed certificates. VARCHAR GLOBAL []
enable_curl_server_cert_verification Enable server side certificate verification for CURL backend. BOOLEAN GLOBAL []
enable_server_cert_verification Enable server side certificate verification. BOOLEAN GLOBAL []
force_download Forces upfront download of file BOOLEAN GLOBAL []
hf_max_per_page Debug option to limit number of items returned in list requests UBIGINT GLOBAL []
http_keep_alive Keep alive connections. Setting this to false can help when running into connection failures BOOLEAN GLOBAL []
http_retries HTTP retries on I/O error UBIGINT GLOBAL []
http_retry_backoff Backoff factor for exponentially increasing retry wait time FLOAT GLOBAL []
http_retry_wait_ms Time between retries UBIGINT GLOBAL []
http_timeout HTTP timeout read/write/connection/retry (in seconds) UBIGINT GLOBAL []
httpfs_client_implementation Select which is the HTTPUtil implementation to be used VARCHAR GLOBAL []
s3_access_key_id S3 Access Key ID VARCHAR GLOBAL []
s3_endpoint S3 Endpoint VARCHAR GLOBAL []
s3_kms_key_id S3 KMS Key ID VARCHAR GLOBAL []
s3_region S3 Region VARCHAR GLOBAL []
s3_requester_pays S3 use requester pays mode BOOLEAN GLOBAL []
s3_secret_access_key S3 Access Key VARCHAR GLOBAL []
s3_session_token S3 Session Token VARCHAR GLOBAL []
s3_uploader_max_filesize S3 Uploader max filesize (between 50GB and 5TB) VARCHAR GLOBAL []
s3_uploader_max_parts_per_file S3 Uploader max parts per file (between 1 and 10000) UBIGINT GLOBAL []
s3_uploader_thread_limit S3 Uploader global thread limit UBIGINT GLOBAL []
s3_url_compatibility_mode Disable Globs and Query Parameters on S3 URLs BOOLEAN GLOBAL []
s3_url_style S3 URL style VARCHAR GLOBAL []
s3_use_ssl S3 use SSL BOOLEAN GLOBAL []
unsafe_disable_etag_checks Disable checks on ETag consistency BOOLEAN GLOBAL []