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Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,7 @@ license: community
type: function
---

import OpenAPIChatComplete from '/snippets/api-reference/pgai/_openai_chat_complete_arguments.mdx';
import OpenAPIChatComplete from '/snippets/reference/pgai/_openai_chat_complete_arguments.mdx';

Generate text completions using OpenAI's chat models like GPT-4 and GPT-3.5. This function enables you to have
multi-turn conversations, generate text from prompts, and leverage advanced language model capabilities directly from
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Expand Up @@ -7,7 +7,7 @@ license: community
type: function
---

import OpenAPIChatComplete from '/snippets/api-reference/pgai/_openai_chat_complete_arguments.mdx';
import OpenAPIChatComplete from '/snippets/reference/pgai/_openai_chat_complete_arguments.mdx';

Generate chat completions and receive the raw HTTP response. Use this when you need access to HTTP headers,
status codes, or other low-level response details.
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2 changes: 1 addition & 1 deletion api-reference/pgai/model-calling/openai/openai_embed.mdx
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Expand Up @@ -7,7 +7,7 @@ license: community
type: function
---

import OpenAPIEmbedArguments from '/snippets/api-reference/pgai/_openai_embed_arguments.mdx';
import OpenAPIEmbedArguments from '/snippets/reference/pgai/_openai_embed_arguments.mdx';

Generate vector embeddings from text, text arrays, or tokens using OpenAI's embedding models. Embeddings are numerical
representations of text that capture semantic meaning, making them ideal for semantic search, recommendations, and
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Expand Up @@ -7,7 +7,7 @@ license: community
type: function
---

import OpenAPIEmbedArguments from '/snippets/api-reference/pgai/_openai_embed_arguments.mdx';
import OpenAPIEmbedArguments from '/snippets/reference/pgai/_openai_embed_arguments.mdx';

Generate embeddings and receive the complete raw API response including all metadata. Use this when you need access to
token usage, model information, or other response details not included in the standard `openai_embed()` function.
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Expand Up @@ -7,7 +7,7 @@ license: community
type: function
---

import OpenAPIListModels from '/snippets/api-reference/pgai/_openai_list_models_arguments.mdx';
import OpenAPIListModels from '/snippets/reference/pgai/_openai_list_models_arguments.mdx';

Retrieve a list of all models available from OpenAI, including their creation dates and ownership information. This is
useful for discovering available models and verifying access to specific models.
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Expand Up @@ -7,7 +7,7 @@ license: community
type: function
---

import OpenAPIListModels from '/snippets/api-reference/pgai/_openai_list_models_arguments.mdx';
import OpenAPIListModels from '/snippets/reference/pgai/_openai_list_models_arguments.mdx';

List available models and receive the raw HTTP response. Use this when you need access to HTTP headers, status codes,
or other low-level response details.
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Expand Up @@ -7,7 +7,7 @@ license: community
type: function
---

import OpenAPIModerate from '/snippets/api-reference/pgai/_openai_moderate_arguments.mdx';
import OpenAPIModerate from '/snippets/reference/pgai/_openai_moderate_arguments.mdx';

Analyze text content to detect potential policy violations including hate speech, violence, sexual content, self-harm,
and harassment. This uses OpenAI's moderation API to help ensure your application complies with usage policies.
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Expand Up @@ -7,7 +7,7 @@ license: community
type: function
---

import OpenAPIModerate from '/snippets/api-reference/pgai/_openai_moderate_arguments.mdx';
import OpenAPIModerate from '/snippets/reference/pgai/_openai_moderate_arguments.mdx';

Moderate content and receive the raw HTTP response. Use this when you need access to HTTP headers, status codes, or
other low-level response details.
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Expand Up @@ -4,7 +4,7 @@ description: Perform analysis of financial asset data
sidebarTitle: Overview
---

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

Perform analysis of financial asset data. These specialized hyperfunctions make
it easier to write financial analysis queries that involve candlestick data.
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Expand Up @@ -14,7 +14,7 @@ Analyze data whose values are designed to monotonically increase, and where any

If it's possible for your readings to decrease as well as increase, use [`gauge_agg`][gauge_agg] instead.

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

## Two-step aggregation

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Expand Up @@ -13,7 +13,7 @@ Analyze data coming from gauges. Unlike counters, gauges can decrease as well as

If your value can only increase, use [`counter_agg`][counter_agg] instead to appropriately account for resets.

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

## Two-step aggregation

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Expand Up @@ -16,7 +16,7 @@ calculate rates, deltas, and trends from time-series measurements.
(for example, request counts, bytes sent)
- **Gauges**: Analyze data that can both increase and decrease (for example, temperature, memory usage, queue depth)

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

## Two-step aggregation

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Expand Up @@ -16,7 +16,7 @@ CPU time and memory, especially for large datasets.
The count-min sketch produces a biased estimator of frequency. It might overestimate the item count, but it can't
underestimate. You can control the relative error and the probability that the estimate falls outside the error bounds.

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

## Two-step aggregation

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Expand Up @@ -15,7 +15,7 @@ This group of functions contains two aggregate functions, which let you set the

To estimate the absolute number of times a value appears, use [`count_min_sketch`][count_min_sketch].

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

## Two-step aggregation

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Expand Up @@ -18,7 +18,7 @@ TimescaleDB Toolkit provides two approaches to frequency analysis:
- **count_min_sketch**: Estimate the absolute number of times a specific value appears using the count-min sketch data
structure

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

## Two-step aggregation

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2 changes: 1 addition & 1 deletion api-reference/timescaledb-toolkit/hyperloglog/index.mdx
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Expand Up @@ -4,7 +4,7 @@ description: Estimate the number of distinct values in a dataset, also known as
sidebarTitle: Overview
---

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

For large datasets and datasets with high cardinality (many distinct values), this can be much more efficient in
both CPU and memory than an exact count using `count(DISTINCT)`.
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Expand Up @@ -4,7 +4,7 @@ description: Find the smallest and largest values in a dataset
sidebarTitle: Overview
---

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

Find the smallest and largest values in a dataset. These specialized hyperfunctions make
it easier to write queries that identify extreme values in your data.
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Expand Up @@ -4,7 +4,7 @@ description: Get the N largest values from a column
sidebarTitle: Overview
---

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

Get the N largest values from a column.

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Expand Up @@ -4,7 +4,7 @@ description: Get the N largest values with accompanying data
sidebarTitle: Overview
---

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

Get the N largest values from a column, with an associated piece of data per
value. For example, you can return an accompanying column, or the full row.
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Expand Up @@ -4,7 +4,7 @@ description: Get the N smallest values from a column
sidebarTitle: Overview
---

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

Get the N smallest values from a column.

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Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,7 @@ description: Get the N smallest values with accompanying data
sidebarTitle: Overview
---

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

Get the N smallest values from a column, with an associated piece of data per
value. For example, you can return an accompanying column, or the full row.
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Expand Up @@ -16,7 +16,7 @@ TimescaleDB Toolkit provides two advanced percentile approximation algorithms:
- **UddSketch**: Produces stable estimates within a guaranteed relative error
- **t-digest**: More accurate at extreme quantiles, though somewhat dependent on input order

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

## Two-step aggregation

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Expand Up @@ -23,7 +23,7 @@ The other advanced percentile approximation aggregate is [`uddsketch`][uddsketch
within a guaranteed relative error. If you aren't sure which to use, try the default percentile estimation method,
[`percentile_agg`][percentile_agg]. It uses the `uddsketch` algorithm with some sensible defaults.

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

## Two-step aggregation

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Expand Up @@ -22,7 +22,7 @@ quantiles, but is somewhat dependent on input order.
If you aren't sure which aggregate to use, try the default percentile estimation method,
[`percentile_agg`][percentile_agg]. It uses the `uddsketch` algorithm with some sensible defaults.

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

## Two-step aggregation

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2 changes: 1 addition & 1 deletion api-reference/timescaledb-toolkit/state-tracking/index.mdx
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Expand Up @@ -17,7 +17,7 @@ TimescaleDB Toolkit provides three approaches to state tracking:
- **state_agg**: Track state transitions with full timestamp information
- **heartbeat_agg**: Monitor system liveness based on heartbeat signals

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

## Two-step aggregation

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Expand Up @@ -13,7 +13,7 @@ Perform statistical analysis and linear regression on time-series data. These fu
statistical aggregates, but they include more features and are easier to use in continuous aggregates and window
functions.

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

## Two-step aggregation

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Expand Up @@ -16,7 +16,7 @@ easier to use in continuous aggregates and window functions.
These functions work on one-dimensional data. To work with two-dimensional data, for example to perform linear
regression, see [the two-dimensional `stats_agg` functions][stats_agg-2d].

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

## Two-step aggregation

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Expand Up @@ -18,7 +18,7 @@ fitting method.
These functions work on two-dimensional data. To work with one-dimensional data, for example to calculate the average
and standard deviation of a single variable, see [the one-dimensional `stats_agg` functions][stats_agg-1d].

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

## Two-step aggregation

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2 changes: 1 addition & 1 deletion api-reference/timescaledb-toolkit/time_weight/index.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -18,7 +18,7 @@ change occurs. The regular mean counts the steady-state reading as only a single
accounts for the long period of time spent in the steady state. In essence, the time-weighted mean takes an integral
over time, then divides by the elapsed time.

import TwoStepAggregation from '/snippets/api-reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';
import TwoStepAggregation from '/snippets/reference/timescaledb/hyperfunctions/_two-step-aggregation.mdx';

## Two-step aggregation

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2 changes: 1 addition & 1 deletion api-reference/timescaledb/configuration/gucs.mdx
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Expand Up @@ -4,7 +4,7 @@ description: Optimize the behavior of TimescaleDB using Grand Unified Configurat
keywords: [GUC, Configuration]
---

import TsdbGucsList from '/snippets/api-reference/timescaledb/configuration/_timescaledb-gucs.mdx';
import TsdbGucsList from '/snippets/reference/timescaledb/configuration/_timescaledb-gucs.mdx';
import { SERVICE_LONG } from '/snippets/vars.mdx';

You use the following Grand Unified Configuration (GUC) parameters to optimize the behavior of your {SERVICE_LONG}.
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11 changes: 5 additions & 6 deletions api-reference/timescaledb/configuration/tiger-postgres.mdx
Comment thread
billy-the-fish marked this conversation as resolved.
Original file line number Diff line number Diff line change
@@ -1,12 +1,11 @@
---
title: TimescaleDB configuration and tuning
description: Configure the TimescaleDB settings related to policies, query planning and execution, distributed hypertables, and administration
title: Configuration parameters
description: Configure your TimescaleDB instance including settings related to memory, workers, disk writes, and transactional locks
products: [cloud]
keywords: [configuration, settings]
keywords: [configuration, settings, memory, workers, parameters]
tags: [tune]
---

import TimescaleDBConfig from '/snippets/api-reference/timescaledb/configuration/_timescaledb-config.mdx';
import { TIMESCALE_DB } from '/snippets/vars.mdx';
import ConfigurationParameters from '/snippets/reference/timescaledb/_configuration-parameters.mdx';

<TimescaleDBConfig />
<ConfigurationParameters />
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Expand Up @@ -9,7 +9,7 @@ type: procedure
products: [cloud, self_hosted, mst]
---

import ReturnsVoid from '/snippets/api-reference/timescaledb/_returns-void.mdx';
import ReturnsVoid from '/snippets/reference/timescaledb/_returns-void.mdx';
import { CAGG, TIMESCALE_DB } from '/snippets/vars.mdx';

<Icon icon="tag" iconType="duotone" /> Since [2.7.0][tsdb-2.7.0]
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2 changes: 1 addition & 1 deletion api-reference/timescaledb/continuous-aggregates/index.mdx
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Expand Up @@ -6,7 +6,7 @@ keywords: [hypertables, chunks]
products: [cloud, self_hosted, mst]
---

import CaggsIntro from '/snippets/api-reference/timescaledb/continuous-aggregates/_caggs-intro.mdx';
import CaggsIntro from '/snippets/reference/timescaledb/continuous-aggregates/_caggs-intro.mdx';
import { CAGG, CAGG_CAP, TIMESCALE_DB, PG, HYPERTABLE } from '/snippets/vars.mdx';

<CaggsIntro />
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Expand Up @@ -8,7 +8,7 @@ type: function
products: [cloud, self_hosted, mst]
---

import ReturnsVoid from '/snippets/api-reference/timescaledb/_returns-void.mdx';
import ReturnsVoid from '/snippets/reference/timescaledb/_returns-void.mdx';
import { CAGG, HYPERTABLE } from '/snippets/vars.mdx';

<Icon icon="tag" iconType="duotone" /> Since [1.3.0][tsdb-1.3.0]
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Expand Up @@ -9,7 +9,7 @@ type: function
products: [cloud, self_hosted, mst]
---

import ReturnsVoid from '/snippets/api-reference/timescaledb/_returns-void.mdx';
import ReturnsVoid from '/snippets/reference/timescaledb/_returns-void.mdx';
import { CAGG, TIMESCALE_DB } from '/snippets/vars.mdx';

<Icon icon="tag" iconType="duotone" /> Since [1.7.0][tsdb-1.7.0]
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Expand Up @@ -9,7 +9,7 @@ type: function
products: [cloud, self_hosted, mst]
---

import ReturnsVoid from '/snippets/api-reference/timescaledb/_returns-void.mdx';
import ReturnsVoid from '/snippets/reference/timescaledb/_returns-void.mdx';
import {CHUNK, HYPERTABLE} from '/snippets/vars.mdx';

<Icon icon="circle-play" iconType="duotone" /> Community <Icon icon="tag" iconType="duotone" /> Since [1.2.0][tsdb-1.2.0]
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Expand Up @@ -9,10 +9,10 @@ tags: [scheduled jobs, background jobs, automation framework]
products: [cloud, mst, self_hosted]
---
Comment thread
billy-the-fish marked this conversation as resolved.

import OldCreateHypertable from '/snippets/api-reference/timescaledb/hypercore/_old-api-create-hypertable.mdx';
import OldCreateHypertable from '/snippets/reference/timescaledb/hypercore/_old-api-create-hypertable.mdx';
import CreateHypertablePolicyNote from
'/snippets/api-reference/timescaledb/hypercore/_create-hypertable-columnstore-policy-note.mdx';
import ReturnsVoid from '/snippets/api-reference/timescaledb/_returns-void.mdx';
Comment thread
billy-the-fish marked this conversation as resolved.
'/snippets/reference/timescaledb/hypercore/_create-hypertable-columnstore-policy-note.mdx';
import ReturnsVoid from '/snippets/reference/timescaledb/_returns-void.mdx';
import { COLUMNSTORE, ROWSTORE, TIMESCALE_DB, CHUNK, HYPERTABLE, CAGG } from '/snippets/vars.mdx';

<Icon icon="tag" iconType="duotone" /> Since [2.18.0][tsdb-2.18.0]
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4 changes: 2 additions & 2 deletions api-reference/timescaledb/hypercore/convert_to_rowstore.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -8,8 +8,8 @@ keywords: [columnstore, hypercore, rowstore, chunks, backfilling]
products: [cloud, mst, self_hosted]
---

import HypercoreManualWorkflow from '/snippets/api-reference/timescaledb/hypercore/_hypercore-manual-workflow.mdx';
import ReturnsVoid from '/snippets/api-reference/timescaledb/_returns-void.mdx';
import HypercoreManualWorkflow from '/snippets/reference/timescaledb/hypercore/_hypercore-manual-workflow.mdx';
import ReturnsVoid from '/snippets/reference/timescaledb/_returns-void.mdx';
import { COLUMNSTORE, ROWSTORE, TIMESCALE_DB, CHUNK, HYPERTABLE } from '/snippets/vars.mdx';

<Icon icon="tag" iconType="duotone" /> Since [2.18.0][tsdb-2.18.0]
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4 changes: 2 additions & 2 deletions api-reference/timescaledb/hypercore/index.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -8,8 +8,8 @@ products: [cloud, mst, self_hosted]
license: community
---
Comment thread
billy-the-fish marked this conversation as resolved.

import HypercoreIntro from '/snippets/api-reference/timescaledb/hypercore/_hypercore-intro.mdx';
import OldCreateHypertable from '/snippets/api-reference/timescaledb/hypercore/_old-api-create-hypertable.mdx';
import HypercoreIntro from '/snippets/reference/timescaledb/hypercore/_hypercore-intro.mdx';
import OldCreateHypertable from '/snippets/reference/timescaledb/hypercore/_old-api-create-hypertable.mdx';
import { COLUMNSTORE, HYPERCORE, TIMESCALE_DB, CAGG, CAGG_CAP, HYPERTABLE_CAP } from '/snippets/vars.mdx';


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Expand Up @@ -9,7 +9,7 @@ tags: [delete, drop]
products: [cloud, mst, self_hosted]
---

import ReturnsVoid from '/snippets/api-reference/timescaledb/_returns-void.mdx';
import ReturnsVoid from '/snippets/reference/timescaledb/_returns-void.mdx';
import { COLUMNSTORE, HYPERTABLE, CAGG } from '/snippets/vars.mdx';

<Icon icon="tag" iconType="duotone" /> Since [2.18.0][tsdb-2.18.0]
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4 changes: 2 additions & 2 deletions api-reference/timescaledb/hypertables/add_dimension.mdx
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Expand Up @@ -9,8 +9,8 @@ type: function
products: [cloud, mst, self_hosted]
---

import DimensionInfo from '/snippets/api-reference/timescaledb/hypertables/_dimensions-info.mdx';
import AddDimensionErrors from '/snippets/api-reference/timescaledb/_add-dimension-errors.mdx';
import DimensionInfo from '/snippets/reference/timescaledb/hypertables/_dimensions-info.mdx';
import AddDimensionErrors from '/snippets/reference/timescaledb/_add-dimension-errors.mdx';

import { TIMESCALE_DB, CLOUD_LONG, HYPERTABLE, HYPERTABLE_CAP, CHUNK, PG } from '/snippets/vars.mdx';

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