Name	Name	Last commit message	Last commit date
parent directory ..
internal/metadata	internal/metadata
testdata	testdata
Makefile	Makefile
README.md	README.md
config.go	config.go
config_test.go	config_test.go
doc.go	doc.go
factory.go	factory.go
factory_test.go	factory_test.go
go.mod	go.mod
go.sum	go.sum
logs_exporter.go	logs_exporter.go
metadata.yaml	metadata.yaml
metrics_exporter.go	metrics_exporter.go
trace_exporter.go	trace_exporter.go

Status
Stability	development: metrics, traces, logs
Distributions	[]
Issues
Code Owners	@am-kinetica, @TylerHelmuth

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Kinetica OpenTelemetry Collector Exporter Plug-In

Overview
Installation
Documentation
Support
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Overview

Installation

Creating the tables

The schema name otel is an example. The user may change this to another name but the same name has to be used in the exporter configuration. The SQL scripts follow.

----- Logs

CREATE TABLE otel.log
(
        log_id                   VARCHAR (uuid),            -- generated
        trace_id                 VARCHAR(32),
        span_id                  VARCHAR(16),
        time_unix_nano           TIMESTAMP,
        observed_time_unix_nano  TIMESTAMP,
        severity_id              TINYINT,
        severity_text            VARCHAR(8),
        body                     VARCHAR,
        flags                    INT,
        PRIMARY KEY (log_id)
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.log_attribute
(
        log_id       VARCHAR (uuid),
        key          VARCHAR(256, dict),
        string_value VARCHAR(256),
        bool_value   BOOLEAN,
        int_value    INT,
        double_value DOUBLE,
        bytes_value  BYTES,
        PRIMARY KEY (log_id, key),
        SHARD KEY (log_id),
        FOREIGN KEY (log_id) REFERENCES otel.log(log_id) AS fk_log
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.log_resource_attribute
(
        log_id  VARCHAR (uuid),              -- generated
        key          VARCHAR(256, dict),
        string_value VARCHAR,
        bool_value   BOOLEAN,
        int_value    INT,
        double_value DOUBLE,
        bytes_value  BYTES,
        PRIMARY KEY (log_id, key),
        SHARD KEY (log_id),
        FOREIGN KEY (log_id) REFERENCES otel.log(log_id) AS fk_log_resource
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.log_scope_attribute
(
        log_id     VARCHAR (uuid),              -- generated
        scope_name   VARCHAR(64, dict),
        scope_ver    VARCHAR(16, dict),
        key          VARCHAR(256, dict),
        string_value VARCHAR,
        bool_value   BOOLEAN,
        int_value    INT,
        double_value DOUBLE,
        bytes_value  BYTES,
        PRIMARY KEY (log_id, key),
        SHARD KEY (log_id),
        FOREIGN KEY (log_id) REFERENCES otel.log(log_id) AS fk_log_scope
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

----- Traces

CREATE TABLE "otel"."trace_span"
(
    "id" UUID (primary_key) NOT NULL,
    "trace_id" VARCHAR (32) NOT NULL,
    "span_id" VARCHAR (16) NOT NULL,
    "parent_span_id" VARCHAR (16),
    "trace_state" VARCHAR (256),
    "name" VARCHAR (256, dict) NOT NULL,
    "span_kind" TINYINT (dict),
    "start_time_unix_nano" TIMESTAMP NOT NULL,
    "end_time_unix_nano" TIMESTAMP NOT NULL,
    "dropped_attributes_count" INTEGER,
    "dropped_events_count" INTEGER,
    "dropped_links_count" INTEGER,
    "message" VARCHAR(256),
    "status_code" TINYINT (dict)
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."trace_span_attribute"
(
    "span_id" UUID (primary_key, shard_key) NOT NULL,
    "key" VARCHAR (primary_key, 256, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    FOREIGN KEY (span_id) references otel.trace_span(id) as fk_span
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."trace_resource_attribute"
(
    span_id VARCHAR (UUID) NOT NULL,
    "key" VARCHAR (256, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    PRIMARY KEY (span_id, key),
    SHARD KEY (span_id),
    FOREIGN KEY (span_id) references otel.trace_span(id) as fk_span_resource
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."trace_scope_attribute"
(
    "span_id" UUID (primary_key) NOT NULL,
    "name" VARCHAR (256, dict),
    "version" VARCHAR (256, dict),
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    SHARD KEY (span_id),
    FOREIGN KEY (span_id) references otel.trace_span(id) as fk_span_scope

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."trace_event_attribute"
(
    "span_id" UUID (primary_key) NOT NULL,
    "event_name" VARCHAR (128, dict) NOT NULL,
    "time_unix_nano" TIMESTAMP,
    "key" VARCHAR (primary_key, 128) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    SHARD KEY (span_id),
    FOREIGN KEY (span_id) references otel.trace_span(id) as fk_span_event

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."trace_link_attribute"
(
    "link_span_id" UUID (primary_key) NOT NULL,
    "trace_id" VARCHAR (32),
    "span_id" VARCHAR (16),
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" TINYINT,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    SHARD KEY (link_span_id),
    FOREIGN KEY (link_span_id) references otel.trace_span(id) as fk_span_link

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

------ METRICS

------ GAUGE

CREATE TABLE otel.metric_gauge
(
    gauge_id UUID (primary_key, shard_key) not null,
    metric_name varchar(256) not null,
    metric_description varchar (256),
    metric_unit varchar (256)

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_gauge_datapoint
(
    gauge_id UUID (primary_key, shard_key) not null,
    id UUID (primary_key) not null,
    start_time_unix TIMESTAMP NOT NULL,
    time_unix TIMESTAMP NOT NULL,
    gauge_value DOUBLE,
    flags INT,
    FOREIGN KEY (gauge_id) references otel.metric_gauge(gauge_id) as fk_gauge_datapoint

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_gauge_datapoint_attribute"
(
    "gauge_id" UUID (primary_key, shard_key) NOT NULL,
    datapoint_id uuid (primary_key) not null,
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    FOREIGN KEY (gauge_id) references otel.metric_gauge(gauge_id) as fk_gauge_datapoint_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_gauge_datapoint_exemplar
(
    "gauge_id" UUID (primary_key, shard_key) NOT NULL,
    datapoint_id uuid (primary_key) not null,
    exemplar_id UUID (primary_key) not null,
    time_unix TIMESTAMP NOT NULL,
    gauge_value DOUBLE,
    "trace_id" VARCHAR (32),
    "span_id" VARCHAR (16),
    FOREIGN KEY (gauge_id) references otel.metric_gauge(gauge_id) as fk_gauge_datapoint_exemplar
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_gauge_datapoint_exemplar_attribute
(
    "gauge_id" UUID (primary_key, shard_key) NOT NULL,
    datapoint_id uuid (primary_key) not null,
    exemplar_id UUID (primary_key) not null,
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    FOREIGN KEY (gauge_id) references otel.metric_gauge(gauge_id) as fk_gauge_datapoint_exemplar_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_gauge_resource_attribute"
(
    "gauge_id" UUID (primary_key) NOT NULL,
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    SHARD KEY (gauge_id),
    FOREIGN KEY (gauge_id) references otel.metric_gauge(gauge_id) as fk_gauge_resource_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_gauge_scope_attribute"
(
    "gauge_id" UUID (primary_key) NOT NULL,
    "name" VARCHAR (256),
    "version" VARCHAR (256),
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    SHARD KEY (gauge_id),
    FOREIGN KEY (gauge_id) references otel.metric_gauge(gauge_id) as fk_gauge_scope_attribute

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

------- SUM

CREATE TABLE otel.metric_sum
(
    sum_id UUID (primary_key, shard_key) not null,
    metric_name varchar (256) not null,
    metric_description varchar (256),
    metric_unit varchar (256),
    aggregation_temporality INTEGER,
    is_monotonic BOOLEAN

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_sum_datapoint
(
    sum_id UUID (primary_key, shard_key) not null,
    id UUID (primary_key) not null,
    start_time_unix TIMESTAMP NOT NULL,
    time_unix TIMESTAMP NOT NULL,
    sum_value DOUBLE,
    flags INT,
    FOREIGN KEY (sum_id) references otel.metric_sum(sum_id) as fk_sum_datapoint

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_sum_datapoint_attribute"
(
    "sum_id" UUID (primary_key, shard_key) NOT NULL,
    datapoint_id uuid (primary_key) not null,
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    FOREIGN KEY (sum_id) references otel.metric_sum(sum_id) as fk_sum_datapoint_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_sum_datapoint_exemplar
(
    "sum_id" UUID (primary_key, shard_key) NOT NULL,
    datapoint_id uuid (primary_key) not null,
    exemplar_id UUID (primary_key) not null,
    time_unix TIMESTAMP NOT NULL,
    sum_value DOUBLE,
    "trace_id" VARCHAR (32),
    "span_id" VARCHAR (16),
    FOREIGN KEY (sum_id) references otel.metric_sum(sum_id) as fk_sum_datapoint_exemplar
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_sum_datapoint_exemplar_attribute
(
    "sum_id" UUID (primary_key, shard_key) NOT NULL,
    datapoint_id uuid (primary_key) not null,
    exemplar_id UUID (primary_key) not null,
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    FOREIGN KEY (sum_id) references otel.metric_sum(sum_id) as fk_sum_datapoint_exemplar_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_sum_resource_attribute"
(
    "sum_id" UUID (primary_key) NOT NULL,
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    SHARD KEY (sum_id),
    FOREIGN KEY (sum_id) references otel.metric_sum(sum_id) as fk_sum_resource_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_sum_scope_attribute"
(
    "sum_id" UUID (primary_key) NOT NULL,
    "name" VARCHAR (256),
    "version" VARCHAR (256),
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    SHARD KEY (sum_id),
    FOREIGN KEY (sum_id) references otel.metric_sum(sum_id) as fk_sum_scope_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

------ HISTOGRAM

CREATE TABLE otel.metric_histogram
(
    histogram_id UUID (primary_key, shard_key) not null,
    metric_name varchar (256) not null,
    metric_description varchar (256),
    metric_unit varchar (256),
    aggregation_temporality int8

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_histogram_datapoint
(
    histogram_id UUID (primary_key, shard_key) not null,
    id UUID (primary_key) not null,
    start_time_unix TIMESTAMP,
    time_unix TIMESTAMP NOT NULL,
    count LONG,
    data_sum DOUBLE,
    data_min DOUBLE,
    data_max DOUBLE,
    flags INT,
    FOREIGN KEY (histogram_id) references otel.metric_histogram(histogram_id) as fk_histogram_datapoint

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_histogram_datapoint_bucket_count
(
    histogram_id UUID (primary_key, shard_key) not null,
    datapoint_id UUID (primary_key) not null,
    count_id UUID (primary_key) not null,
    count LONG,
    FOREIGN KEY (histogram_id) references otel.metric_histogram(histogram_id) as fk_histogram_datapoint_bucket_count

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_histogram_datapoint_explicit_bound
(
    histogram_id UUID (primary_key, shard_key) not null,
    datapoint_id UUID (primary_key) not null,
    bound_id UUID (primary_key) not null,
    explicit_bound DOUBLE,
    FOREIGN KEY (histogram_id) references otel.metric_histogram(histogram_id) as fk_histogram_datapoint_explicit_bound

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_histogram_datapoint_attribute"
(
    "histogram_id" UUID (primary_key, shard_key) NOT NULL,
    datapoint_id uuid (primary_key) not null,
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    FOREIGN KEY (histogram_id) references otel.metric_histogram(histogram_id) as fk_histogram_datapoint_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_histogram_datapoint_exemplar
(
    "histogram_id" UUID (primary_key, shard_key) NOT NULL,
    datapoint_id uuid (primary_key) not null,
    exemplar_id UUID (primary_key) not null,
    time_unix TIMESTAMP NOT NULL,
    histogram_value DOUBLE,
    "trace_id" VARCHAR (32),
    "span_id" VARCHAR (16),
    FOREIGN KEY (histogram_id) references otel.metric_histogram(histogram_id) as fk_histogram_datapoint_exemplar
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_histogram_datapoint_exemplar_attribute
(
    "histogram_id" UUID (primary_key, shard_key) NOT NULL,
    datapoint_id uuid (primary_key) not null,
    exemplar_id UUID (primary_key) not null,
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    FOREIGN KEY (histogram_id) references otel.metric_histogram(histogram_id) as fk_histogram_datapoint_exemplar_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_histogram_resource_attribute"
(
    "histogram_id" UUID (primary_key) NOT NULL,
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    SHARD KEY (histogram_id),
    FOREIGN KEY (histogram_id) references otel.metric_histogram(histogram_id) as fk_histogram_resource_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_histogram_scope_attribute"
(
    "histogram_id" UUID (primary_key) NOT NULL,
    "name" VARCHAR (256),
    "version" VARCHAR (256),
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    SHARD KEY (histogram_id),
    FOREIGN KEY (histogram_id) references otel.metric_histogram(histogram_id) as fk_histogram_scope_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);


------- EXPONENTIAL HISTOGRAM

CREATE TABLE otel.metric_exp_histogram
(
    histogram_id UUID (primary_key, shard_key) not null,
    metric_name varchar (256) not null,
    metric_description varchar (256),
    metric_unit varchar (256),
    aggregation_temporality int8

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_exp_histogram_datapoint
(
    histogram_id UUID (primary_key, shard_key) not null,
    id UUID (primary_key) not null,
    start_time_unix TIMESTAMP,
    time_unix TIMESTAMP NOT NULL,
    count LONG,
    data_sum DOUBLE,
    scale INTEGER,
    zero_count LONG,
    buckets_positive_offset INTEGER,
    buckets_negative_offset INTEGER,
    data_min DOUBLE,
    data_max DOUBLE,
    flags INT,
    FOREIGN KEY (histogram_id) references otel.metric_exp_histogram(histogram_id) as fk_exp_histogram_datapoint

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_exp_histogram_datapoint_bucket_positive_count
(
    histogram_id UUID (primary_key, shard_key) not null,
    datapoint_id UUID (primary_key) not null,
    count_id UUID (primary_key) not null,
    count LONG,
    FOREIGN KEY (histogram_id) references otel.metric_exp_histogram(histogram_id) as fk_exp_histogram_datapoint_bucket_count

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_exp_histogram_datapoint_bucket_negative_count
(
    histogram_id UUID (primary_key, shard_key) not null,
    datapoint_id UUID (primary_key) not null,
    count_id UUID (primary_key) not null,
    count LONG,
    FOREIGN KEY (histogram_id) references otel.metric_exp_histogram(histogram_id) as fk_exp_histogram_datapoint_bucket_count

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_exp_histogram_datapoint_attribute"
(
    "histogram_id" UUID (primary_key, shard_key) NOT NULL,
    datapoint_id uuid (primary_key) not null,
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    FOREIGN KEY (histogram_id) references otel.metric_exp_histogram(histogram_id) as fk_exp_histogram_datapoint_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_exp_histogram_datapoint_exemplar
(
    "histogram_id" UUID (primary_key, shard_key) NOT NULL,
    datapoint_id uuid (primary_key) not null,
    exemplar_id UUID (primary_key) not null,
    time_unix TIMESTAMP NOT NULL,
    sum_value DOUBLE,
    "trace_id" VARCHAR (32),
    "span_id" VARCHAR (16),
    FOREIGN KEY (histogram_id) references otel.metric_exp_histogram(histogram_id) as fk_exp_histogram_datapoint_exemplar
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_exp_histogram_datapoint_exemplar_attribute
(
    "histogram_id" UUID (primary_key, shard_key) NOT NULL,
    datapoint_id uuid (primary_key) not null,
    exemplar_id UUID (primary_key) not null,
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    FOREIGN KEY (histogram_id) references otel.metric_exp_histogram(histogram_id) as fk_exp_histogram_datapoint_exemplar_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_exp_histogram_resource_attribute"
(
    "histogram_id" UUID (primary_key) NOT NULL,
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    SHARD KEY (histogram_id),
    FOREIGN KEY (histogram_id) references otel.metric_histogram(histogram_id) as fk_histogram_resource_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_exp_histogram_scope_attribute"
(
    "histogram_id" UUID (primary_key) NOT NULL,
    "name" VARCHAR (256),
    "version" VARCHAR (256),
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    SHARD KEY (histogram_id),
    FOREIGN KEY (histogram_id) references otel.metric_histogram(histogram_id) as fk_histogram_scope_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

------- SUMMARY

CREATE TABLE otel.metric_summary
(
    summary_id UUID (primary_key, shard_key) not null,
    metric_name varchar (256) not null,
    metric_description varchar (256),
    metric_unit varchar (256)
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_summary_datapoint
(
    summary_id UUID (primary_key, shard_key) not null,
    id UUID (primary_key) not null,
    start_time_unix TIMESTAMP,
    time_unix TIMESTAMP NOT NULL,
    count LONG,
    data_sum DOUBLE,
    flags INT,
    FOREIGN KEY (summary_id) references otel.metric_summary(summary_id) as fk_summary_datapoint

) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_summary_datapoint_attribute"
(
    "summary_id" UUID (primary_key, shard_key) NOT NULL,
    datapoint_id uuid (primary_key) not null,
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    FOREIGN KEY (summary_id) references otel.metric_summary(summary_id) as fk_summary_datapoint_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE otel.metric_summary_datapoint_quantile_values
(
    summary_id UUID (primary_key, shard_key) not null,
    datapoint_id UUID (primary_key) not null,
    quantile_id UUID (primary_key) not null,
    quantile DOUBLE,
    value DOUBLE,
    FOREIGN KEY (summary_id) references otel.metric_summary(summary_id) as fk_summary_datapoint_quantile
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_summary_resource_attribute"
(
    "summary_id" UUID (primary_key) NOT NULL,
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    SHARD KEY (summary_id),
    FOREIGN KEY (summary_id) references otel.metric_summary(summary_id) as fk_summary_resource_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

CREATE TABLE "otel"."metric_summary_scope_attribute"
(
    "summary_id" UUID (primary_key) NOT NULL,
    "name" VARCHAR (256),
    "version" VARCHAR (256),
    "key" VARCHAR (primary_key, 128, dict) NOT NULL,
    "string_value" VARCHAR (256),
    "bool_value" BOOLEAN,
    "int_value" INTEGER,
    "double_value" DOUBLE,
    "bytes_value" BLOB (store_only),
    SHARD KEY (summary_id),
    FOREIGN KEY (summary_id) references otel.metric_summary(summary_id) as fk_summary_scope_attribute
) USING TABLE PROPERTIES (NO_ERROR_IF_EXISTS = TRUE);

Kinetica Opentelemetry Exporter

This exporter could be used to as part of an Opentelemetry collector to persist data related to logs, traces and metrics to the Kinetica database.

This component is under development status.

Steps to build the collector binary

Please refer to https://github.com/open-telemetry/opentelemetry-collector/tree/main/cmd/builder for instructions on how to get the latest binary and install locally. This link mentions - "Download the binary for your respective platform under the "Releases" page. If install an official release build, the binary is named ocb, but if you installed by using go install, it will be called builder".
As this link describes install the Collector Builder as a package; it will be available as ocb after installation if installed from an official release.
An example config file for building the collector binary is as follows:

dist:
  name: otelcol-kinetica
  description: Otel collector with Kinetica exporter
  output_path: /home/kinetica/otelexporter_utils/collector-binary
  otelcol_version: 0.78.2

exporters:
  - gomod:
      github.com/open-telemetry/opentelemetry-collector-contrib/exporter/fileexporter v0.78.0

processors:
  - gomod:
      go.opentelemetry.io/collector/processor/batchprocessor v0.78.2

receivers:
  - gomod:
      go.opentelemetry.io/collector/receiver/otlpreceiver v0.78.2
  - gomod:
      github.com/open-telemetry/opentelemetry-collector-contrib/receiver/prometheusreceiver v0.78.0

Save the config file as e.g., config_file.yaml.
Once the builder config file has been created the binary can be build using the command ocb --config config_file.yaml.

Configuring the collector

The OTEL collector has a number of components at play.

The Receiver - this will receive the telemetry data from one of the sources which has been instrumented to produce logs, traces and metrics.
The Processor - the metric data received from the Receivers will be passed on to this component.
The Exporter - this component is fed by the processor and is used to persist the metrics data to a data store (kike Kinetica) or some other component for further processing.

A sample configuration for the collector binary is as follows:

receivers:
  otlp:
    protocols:
      grpc:
        endpoint: localhost:4317

  prometheus:
      config:
        scrape_configs:
          - job_name: 'ki_stats'
            honor_labels: true
            static_configs:
              - targets: ['172.31.32.21:9010', '172.31.32.15:9010', '172.31.32.16:9010', '172.31.32.18:9010', '172.31.33.29:9010', '172.31.32.19:9010', '172.31.32.26:9010', '172.31.32.20:9010', '172.31.32.17:9010']

processors:
  batch:

exporters:
  kinetica:
    host: http:https://localhost:9191/
    schema: otel
    username: admin
    password: password
    bypasssslcertcheck: true
    logconfigfile: log_config.yaml


service:
  pipelines:
    traces:
      receivers:
      - otlp
      processors:
      - batch
      exporters:
      - kinetica
    metrics:
      receivers:
      - otlp
      - prometheus
      processors:
      - batch
      exporters:
      - kinetica
    logs:
      receivers:
      - otlp
      processors:
      - batch
      exporters:
      - kinetica

The first section of the config file describes the components (receivers, exporters etc.) with their configurations. The second section describes the service details which defines the pipeline stages for logs, traces, and metrics.

Save the config file as collector-config.yaml.

The command to run the collector binary produced by the steps described above is:

collector-binary --config collector-config.yaml

Configuring the Kinetica Exporter

The following parameters will be necessary to define the connection for the Kinetica OpenTelemetry Collector Exporter.

Configuration parameters for the Kinetica Exporter

Name	Description
host	Kinetica host URL
schema	Kinetica OpenTelemetry schema, if omitted the default schema will be used
username	Kinetica User
password	Kinetica Password
bypasssslcertcheck	Whether to skip SSL certificate check or not (true or false)
logconfigfile	Name of the log config file

Configuring Logging

The logging is done using Uber zap package and lumberjack for rotating files based on size. Time based rotation is not supported yet. The configuration for lumberjack can be found here - https://pkg.go.dev/gopkg.in/natefinch/lumberjack.v2

Default Log Config file

This is included and will be used in case a user defined config file is not found. The name of the file is config_log_zap.yaml.

level: 'info'
development: true
disableCaller: false
disableStacktrace: false
encoding: 'console'
encoderConfig:
  messageKey: 'msg'
  levelKey: 'level'
  timeKey: 'ts'
  nameKey: 'logger'
  callerKey: 'caller'
  functionKey: 'function'
  stacktraceKey: 'stacktrace'
  skipLineEnding: false
  lineEnding: "\n"
  levelEncoder: 'capital'
  timeEncoder: 'iso8601'
  durationEncoder: 'string'
  callerEncoder: 'full'
  nameEncoder: 'full'
  consoleSeparator: ' | '
outputPaths:
  # Implements loggin to the console
  - 'stdout'
  # Implements rolling logs using lumberjack logger; config parameters are supplied as
  # query params. Here maxSize is 10MB after which the logger rolls over; maximum
  # number of backups (maxBackups) kept is 5 and maxAge is 10 days.
  # The name of the log file in this case is "logs/kinetica-exporter.log" where the
  # "logs" directory is under the current directory on the local machine.
  - 'lumberjack:https://localhost/logs/kinetica-exporter.log?maxSize=10&maxBackups=5&maxAge=10'
errorOutputPaths:
  - 'stderr'
  - './logs/error_logs'
initialFields:
  app: 'kinetica-exporter'

Documentation

Support

For support, you can post on stackoverflow under the kinetica tag or Slack.

Contact Us

Ask a question on Slack: Slack
Follow on GitHub: Follow @kineticadb
Email us: [email protected]
Visit: https://www.kinetica.com/contact/

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Kinetica OpenTelemetry Collector Exporter Plug-In

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Configuration parameters for the Kinetica Exporter

Configuring Logging

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Kinetica OpenTelemetry Collector Exporter Plug-In

Overview

Installation

Creating the tables

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Steps to build the collector binary

Configuring the collector

Configuring the Kinetica Exporter

Configuration parameters for the Kinetica Exporter

Configuring Logging

Default Log Config file

Documentation

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