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Firehose migration doc
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Update migrate-from-firehose-ingestion.md
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Update migrate-from-firehose-ingestion.md
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| --- | ||
| id: migrate-from-firehose | ||
| title: "Migrate from firehose to input source ingestion" | ||
| sidebar_label: "Migrate from firehose" | ||
| --- | ||
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| <!-- | ||
| ~ Licensed to the Apache Software Foundation (ASF) under one | ||
| ~ or more contributor license agreements. See the NOTICE file | ||
| ~ distributed with this work for additional information | ||
| ~ regarding copyright ownership. The ASF licenses this file | ||
| ~ to you under the Apache License, Version 2.0 (the | ||
| ~ "License"); you may not use this file except in compliance | ||
| ~ with the License. You may obtain a copy of the License at | ||
| ~ | ||
| ~ http://www.apache.org/licenses/LICENSE-2.0 | ||
| ~ | ||
| ~ Unless required by applicable law or agreed to in writing, | ||
| ~ software distributed under the License is distributed on an | ||
| ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
| ~ KIND, either express or implied. See the License for the | ||
| ~ specific language governing permissions and limitations | ||
| ~ under the License. | ||
| --> | ||
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| Apache deprecated support for Druid firehoses in version 0.17. Support for firehose ingestion was removed in version 24.0. | ||
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| If you're using a firehose for batch ingestion, we strongly recommend that you follow the instructions on this page to transition to using native batch ingestion input sources as soon as possible. | ||
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| Firehose ingestion doesn't work with newer Druid versions, so you must be using an ingestion spec with a defined input source before you upgrade. | ||
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| ## Migrate from firehose ingestion to an input source | ||
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| To migrate from firehose ingestion, you can use the Druid console to update your ingestion spec, or you can update it manually. | ||
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| ### Use the Druid console | ||
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| To update your ingestion spec using the Druid console, open the console and copy your spec into the **Edit spec** stage of the data loader. | ||
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| Druid converts the spec into one with a defined input source. For example, it converts the [example firehose ingestion spec](#example-firehose-ingestion-spec) below into the [example ingestion spec after migration](#example-ingestion-spec-after-migration). | ||
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| If you're unable to use the console or you have problems with the console method, the alternative is to update your ingestion spec manually. | ||
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| ### Update your ingestion spec manually | ||
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| To update your ingestion spec manually, copy your existing spec into a new file. Refer to [Native batch ingestion with firehose (Deprecated)](./native-batch-firehose.md) for a description of firehose properties. | ||
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| Edit the new file as follows: | ||
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| 1. In the `ioConfig` component, replace the `firehose` definition with an `inputSource` definition for your chosen input source. See [Native batch input sources](./native-batch-input-source.md) for details. | ||
| 2. Move the `timeStampSpec` definition from `parser.parseSpec` to the `dataSchema` component. | ||
| 3. Move the `dimensionsSpec` definition from `parser.parseSpec` to the `dataSchema` component. | ||
| 4. Move the `format` definition from `parser.parseSpec` to an `inputFormat` definition in `ioConfig`. | ||
| 5. Delete the `parser` definition. | ||
| 6. Save the file. | ||
| <br>You can check the format of your new ingestion file against the [migrated example](#example-ingestion-spec-after-migration) below. | ||
| 7. Test the new ingestion spec with a temporary data source. | ||
| 8. Once you've successfully ingested sample data with the new spec, stop firehose ingestion and switch to the new spec. | ||
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| When the transition is complete, you can upgrade Druid to the latest version. See the [Druid release notes](https://druid.apache.org/downloads.html) for upgrade instructions. | ||
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| ### Example firehose ingestion spec | ||
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| An example firehose ingestion spec is as follows: | ||
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| ```json | ||
| { | ||
| "type" : "index", | ||
| "spec" : { | ||
| "dataSchema" : { | ||
| "dataSource" : "wikipedia", | ||
| "metricsSpec" : [ | ||
| { | ||
| "type" : "count", | ||
| "name" : "count" | ||
| }, | ||
| { | ||
| "type" : "doubleSum", | ||
| "name" : "added", | ||
| "fieldName" : "added" | ||
| }, | ||
| { | ||
| "type" : "doubleSum", | ||
| "name" : "deleted", | ||
| "fieldName" : "deleted" | ||
| }, | ||
| { | ||
| "type" : "doubleSum", | ||
| "name" : "delta", | ||
| "fieldName" : "delta" | ||
| } | ||
| ], | ||
| "granularitySpec" : { | ||
| "type" : "uniform", | ||
| "segmentGranularity" : "DAY", | ||
| "queryGranularity" : "NONE", | ||
| "intervals" : [ "2013-08-31/2013-09-01" ] | ||
| }, | ||
| "parser": { | ||
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| "type": "string", | ||
| "parseSpec": { | ||
| "format": "json", | ||
| "timestampSpec" : { | ||
| "column" : "timestamp", | ||
| "format" : "auto" | ||
| }, | ||
| "dimensionsSpec" : { | ||
| "dimensions": ["country", "page","language","user","unpatrolled","newPage","robot","anonymous","namespace","continent","region","city"], | ||
| "dimensionExclusions" : [] | ||
| } | ||
| } | ||
| } | ||
| }, | ||
| "ioConfig" : { | ||
| "type" : "index", | ||
| "firehose" : { | ||
| "type" : "local", | ||
| "baseDir" : "examples/indexing/", | ||
| "filter" : "wikipedia_data.json" | ||
| } | ||
| }, | ||
| "tuningConfig" : { | ||
| "type" : "index", | ||
| "partitionsSpec": { | ||
| "type": "single_dim", | ||
| "partitionDimension": "country", | ||
| "targetRowsPerSegment": 5000000 | ||
| } | ||
| } | ||
| } | ||
| } | ||
| ``` | ||
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| ### Example ingestion spec after migration | ||
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| The following example illustrates the result of migrating the [example firehose ingestion spec](#example-firehose-ingestion-spec) to a spec with an input source: | ||
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| ```json | ||
| { | ||
| "type" : "index", | ||
| "spec" : { | ||
| "dataSchema" : { | ||
| "dataSource" : "wikipedia", | ||
| "timestampSpec" : { | ||
| "column" : "timestamp", | ||
| "format" : "auto" | ||
| }, | ||
| "dimensionsSpec" : { | ||
| "dimensions": ["country", "page","language","user","unpatrolled","newPage","robot","anonymous","namespace","continent","region","city"], | ||
| "dimensionExclusions" : [] | ||
| }, | ||
| "metricsSpec" : [ | ||
| { | ||
| "type" : "count", | ||
| "name" : "count" | ||
| }, | ||
| { | ||
| "type" : "doubleSum", | ||
| "name" : "added", | ||
| "fieldName" : "added" | ||
| }, | ||
| { | ||
| "type" : "doubleSum", | ||
| "name" : "deleted", | ||
| "fieldName" : "deleted" | ||
| }, | ||
| { | ||
| "type" : "doubleSum", | ||
| "name" : "delta", | ||
| "fieldName" : "delta" | ||
| } | ||
| ], | ||
| "granularitySpec" : { | ||
| "type" : "uniform", | ||
| "segmentGranularity" : "DAY", | ||
| "queryGranularity" : "NONE", | ||
| "intervals" : [ "2013-08-31/2013-09-01" ] | ||
| } | ||
| }, | ||
| "ioConfig" : { | ||
| "type" : "index", | ||
| "inputSource" : { | ||
| "type" : "local", | ||
| "baseDir" : "examples/indexing/", | ||
| "filter" : "wikipedia_data.json" | ||
| }, | ||
| "inputFormat": { | ||
| "type": "json" | ||
| } | ||
| }, | ||
| "tuningConfig" : { | ||
| "type" : "index", | ||
| "partitionsSpec": { | ||
| "type": "single_dim", | ||
| "partitionDimension": "country", | ||
| "targetRowsPerSegment": 5000000 | ||
| } | ||
| } | ||
| } | ||
| } | ||
| ``` | ||
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| ## Learn more | ||
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| For more information, see the following pages: | ||
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| - [Ingestion](./index.md): Overview of the Druid ingestion process. | ||
| - [Native batch ingestion](./native-batch.md): Description of the supported native batch indexing tasks. | ||
| - [Ingestion spec reference](./ingestion-spec.md): Description of the components and properties in the ingestion spec. | ||
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