💡 Click on hook name to view the details.
Model checks:
check-column-desc-are-same
: Check column descriptions are the same.check-column-name-contract
: Check column name abides to contract.check-model-columns-have-desc
: Check the model columns have description.check-model-has-all-columns
: Check the model has all columns in the properties file.check-model-has-description
: Check the model has description.check-model-has-meta-keys
: Check the model has keys in the meta part.check-model-has-properties-file
: Check the model has properties file.check-model-has-tests-by-name
: Check the model has a number of tests by test name.check-model-has-tests-by-type
: Check the model has a number of tests by test type.check-model-has-tests-by-group
: Check the model has a number of tests from a group of tests.check-model-has-tests
: Check the model has a number of tests.check-model-name-contract
: Check model name abides to contract.check-model-parents-and-childs
: Check the model has a specific number (max/min) of parents or/and childs.check-model-parents-database
: Check the parent model has a specific database.check-model-parents-schema
: Check the parent model has a specific schema.check-model-tags
: Check the model has valid tags.
Script checks:
check-script-semicolon
: Check the script does not contain a semicolon.check-script-has-no-table-name
: Check the script has not table name (is not usingsource()
orref()
macro for all tables).check-script-ref-and-source
: Check the script has only existing refs and sources.
Source checks:
check-source-columns-have-desc
: Check for source column descriptions.check-source-has-all-columns
: Check the source has all columns in the properties file.check-source-table-has-description
: Check the source table has description.check-source-has-freshness
: Check the source has the freshness.check-source-has-loader
: Check the source has loader option.check-source-has-meta-keys
: Check the source has keys in the meta part.check-source-has-tests-by-name
: Check the source has a number of tests by test name.check-source-has-tests-by-type
: Check the source has a number of tests by test type.check-source-has-tests
: Check the source has a number of tests.check-source-tags
: Check the source has valid tags.check-source-childs
: Check the source has a specific number (max/min) of childs.
Macro checks:
check-macro-has-description
: Check the macro has description.check-macro-arguments-have-desc
: Check the macro arguments have description.
Modifiers:
generate-missing-sources
: If any source is missing this hook tries to create it.generate-model-properties-file
: Generate model properties file.unify-column-description
: Unify column descriptions across all models.replace-script-table-names
: Replace table names withsource()
orref()
macros in the script.remove-script-semicolon
: Remove the semicolon at the end of the script.
dbt commands:
dbt-clean
: Rundbt clean
command.dbt-compile
: Rundbt compile
command.dbt-deps
: Rundbt deps
command.dbt-docs-generate
: Rundbt docs generate
command.dbt-run
: Rundbt run
command.dbt-test
: Rundbt test
command.
❗If you have an idea for a new hook or you found a bug, let us know❗
Check the models have the same descriptions for the same column names.
--ignore
: columns for which do not check whether have a different description.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-column-desc-are-same
E.g. in two of your models, you have customer_id
with the description This is cutomer_id
, but there is one model where column customer_id
has a description Something else
. This hook finds discrepancies between column descriptions.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed since it also validates properties files | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
andSQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a model.
- Modified
yml
files are scanned for a model. - If any column in the found model has different descriptions than others, the hook fails.
- The description must be in either the yml file or the manifest.
Check that column name abides to a contract, as described in this blog post by Emily Riederer. A contract consists on a regex pattern and a data type.
--pattern
: Regex pattern to match column names.
--dtype
: Data type.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-column-name-contract
args: [--pattern, "(is|has|do)_.*", --dtype, boolean]
You want to make sure your columns follow a contract, e.g. all your boolean columns start with the prefixes is_
, has_
or do_
.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed | ✅ Yes |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - The model name is obtained from the
SQL
file name. - The catalog is scanned for a model.
- If any column in the found model matches the regex pattern and it's data type does not match the contract's data type, the hook fails.
- If any column in the found model matches the contract's data type and does not match the regex pattern, the hook fails.
Ensures that the model has columns with descriptions in the properties file (usually schema.yml
).
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-model-columns-have-desc
You want to make sure that all specified columns in the properties files (usually schema.yml
) have some description. This hook does not validate if all database columns are also present in a properties file.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed since it also validates properties files | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
andSQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a model.
- Modified
yml
files are scanned for a model. - If any column in the found model does not contain a description, the hook fails.
- The description must be in either the yml file or the manifest.
If you run
your model and then you delete column description from a properties file, the hook success since the description is still present in manifest.json
.
Ensures that all columns in the database are also specified in the properties file. (usually schema.yml
).
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
--catalog
: location of catalog.json
file. Usually target/catalog.json
. dbt uses this file to render information like column types and table statistics into the docs site. In pre-commit-dbt is used for column operations. Default: target/catalog.json
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-model-has-all-columns
You want to make sure that you have all the database columns listed in the properties file, or that your properties file no longer contains deleted columns.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ✅ Yes |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a model.
- The catalog is scanned for a model.
- If there is any discrepancy between manifest and catalog models, the hook fails.
If you did not update the catalog and manifest results can be wrong.
Ensures that the model has a description in the properties file (usually schema.yml
).
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-model-has-description
You want to make sure that all models have a description.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed since it also validates properties files | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
andSQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a model.
- Modified
yml
files are scanned for a model. - If any model (from a manifest or
yml
files) does not have a description, the hook fails. - The model description must be in either the yml file or the manifest.
If you run
your model and then you delete the description from a properties file, the hook success since the description is still present in manifest.json
.
Ensures that the model has a list of valid meta keys. (usually schema.yml
).
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
--meta-keys
: list of the required keys in the meta part of the model.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-model-has-meta-keys
args: ['--meta-keys', 'foo', 'bar', "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
If every model needs to have certain meta keys.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed since it also validates properties files | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
andSQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a model.
- Modified
yml
files are scanned for a model. - If any model (from a manifest or
yml
files) does not have specified meta keys, the hook fails. - The meta keys must be in either the yml file or the manifest.
If you run
your model and then you delete meta keys from a properties file, the hook success since the meta keys is still present in manifest.json
.
Ensures that the model has a properties file (schema file).
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-model-has-properties-file
You want to make sure that every model has a properties file.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a model.
- If any model does not have
patch_path
, the hook fails.
You need to create a schema file and then rerun your model (dbt run
or dbt compile
), otherwise, this hook will fail.
Ensures that the model has a number of tests of a certain name (e.g. data, unique).
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
--tests
: key-value pairs of test names. Key is the name of test and value is required minimal number of tests eg. --test unique=1 not_null=2 (do not put spaces before or after the = sign).
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-model-has-tests-by-name
args: ["--tests", "unique=1", "data=1", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You want to make sure that every model has certain tests.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a model.
- If any model does not have the number of required tests, the hook fails.
Ensures that the model has a number of tests of a certain type (data, schema).
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
--tests
: key-value pairs of test types. Key is the type of test (data or schema) and value is required eg. --test data=1 schema=2 (do not put spaces before or after the = sign).
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-model-has-tests-by-type
args: ["--tests", "schema=1", "data=1", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You want to make sure that every model has certain tests.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a model.
- If any model does not have the number of required tests, the hook fails.
Ensures that the model has a number of tests from a group of tests.
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
--tests
: list of test names.
--test_cnt
: number of tests required across test group.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-model-has-tests-by-group
args: ["--tests", "unique", "unique_where", "--test-cnt", "1", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You want to make sure that every model has one (or more) of a group of eligible tests (e.g. a set of unique tests).
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a model.
- If any model does not have the number of required tests, the hook fails.
Ensures that the model has a number of tests.
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
--test-cnt
: Minimum number of tests required.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-model-has-tests
args: ["--test-cnt", "2", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You want to make sure that every model was tested.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a model.
- If any model does not have a number of required tests, the hook fails.
Check that model name abides to a contract (similar to check-column-name-contract
). A contract consists of a regex pattern.
--pattern
: Regex pattern to match model names.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-model-name-contract
args: [--pattern, "(base_|stg_).*"]
files: models/staging/
- id: check-model-name-contract
args: [--pattern, "(dim_|fct_).*"]
files: models/marts/
You want to make sure your model names follow a naming convention (e.g., staging models start with a stg_
prefix).
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed | ✅ Yes |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - The model name is obtained from the
SQL
file name. - The catalog is scanned for a model.
- If any model does not match the regex pattern, the hook fails.
Ensures the model has a specific number (max/min) of parents or/and childs.
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
--min-parent-cnt
: Minimal number of parent sources and models.
--max-parent-cnt
: Maximal number of parent sources and models.
--min-child-cnt
: Minimal number of child models.
--max-child-cnt
: Maximal number of child models.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-model-parents-and-childs
args: ["--min-parent-cnt", "2", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You want to find orphaned models (empty file, hard-coded reference, etc.). Or you want to make sure that every model is used somewhere so you are not e.g. materializing unused tables.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a parent and child models.
- If any model does not have a number of required parents/childs, the hook fails.
Ensures the parent models or sources are from certain database.
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
--whitelist
: list of allowed databases.
--blacklist
: list of disabled databases.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-model-parents-database
args: ["--blacklist", "SRC", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You want to be sure that certain models are using only models from specified database(s).
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a parent models/sources.
- If any marent model does not have allowed or has disabled databases, the hook fails.
Ensures the parent models or sources are from certain schema.
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
--whitelist
: list of allowed schemas.
--blacklist
: list of disabled schemas.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-model-parents-schema
args: ["--blacklist", "stage", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You want to be sure that certain models are using only models from specified schema(s).
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a parent models/sources.
- If any marent model does not have allowed or has disabled schemas, the hook fails.
Ensures that the model has only valid tags from the provided list.
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
--tags
: A list of tags that models can have.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-model-tags
args: ["--tags", "foo", "bar", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
Make sure you did not typo in tags.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a model.
- If any model has different tags than specified, the hook fails.
Ensures that the script contains only existing sources or macros.
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-script-ref-and-source
Make sure you have only valid ref and sources in your script and you do not want to wait for dbt run
to find them. This hook also finds all missing ref and sources, not find first missing only.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
Ensure that the script does not have a semicolon at the end of the file.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-script-semicolon
Make sure you did not provide a semicolon at the end of the file.
- Hook takes all changed
SQL
files. - It parses
SQL
and finds all sources and refs. If those objects do not exist inmanifest.json
, the hook fails.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - If the file contains a semicolon at the end of the file, the hook fails.
Ensures that the script is using only source or ref macro to specify the table name.
--ignore-dotless-table
: consider all tables without dot in name as CTE
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-script-has-no-table-name
To make sure that you have only refs and sources in your SQL
files.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. SQL
is parsed and if it contains direct tables (not ref() or source()), the hook fails.
Ensures that the source has columns with descriptions in the properties file (usually schema.yml
).
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-source-columns-have-desc
You want to make sure that all specified columns in the properties files (usually schema.yml
) have some description. This hook does not validate if all database columns are also present in a properties file.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
. - All sources from yml file are parsed.
- If any column in the source does not contain a description, the hook fails.
Ensures that all columns in the database are also specified in the properties file. (usually schema.yml
).
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
--catalog
: location of catalog.json
file. Usually target/catalog.json
. dbt uses this file to render information like column types and table statistics into the docs site. In pre-commit-dbt is used for column operations. Default: target/catalog.json
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-source-has-all-columns
You want to make sure that you have all the database columns listed in the properties file, or that your properties file no longer contains deleted columns.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ No | ✅ Yes |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
. - All sources from yml file are parsed.
- The catalog is scanned for a model.
- If there is any discrepancy between found yml sources and catalog sources, the hook fails.
If you did not update the catalog and manifest results can be wrong.
Ensures that the source table has a description in the properties file (usually schema.yml
).
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-source-table-has-description
You want to make sure that all sources have a description.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
. - All sources from yml file are parsed.
- If the source table does not have a description, the hook fails.
Ensures that the source has freshness options in the properties file (usually schema.yml
).
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-source-has-freshness
args: ["--freshness", "error_after", "warn_after", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You want to make sure that all freshness is correctly set.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
. - All sources from yml file are parsed.
- If the source does not have freshness correctly set, the hook fails.
Ensures that the source has a loader option in the properties file (usually schema.yml
).
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-source-has-loader
You want to make sure that the source has loader specified.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
. - All sources from yml file are parsed.
- If the source does not have a loader set, the hook fails.
Ensures that the source has a list of valid meta keys. (usually schema.yml
).
--meta-keys
: list of the required keys in the meta part of the model.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-source-has-meta-keys
args: ['--meta-keys', 'foo', 'bar', "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
If every source needs to have certain meta keys.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed since it also validates properties files | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
. - All sources from yml file are parsed.
- If the source does not have the required meta keys set, the hook fails.
Ensures that the source has a number of tests of a certain name (e.g. data, unique).
--tests
: key-value pairs of test names. Key is the name of test and value is required minimal number of tests eg. --test unique=1 not_null=2 (do not put spaces before or after the = sign).
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-source-has-tests-by-name
args: ["--tests", "unique=1", "data=1", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You want to make sure that every source has certain tests.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
. - All sources from yml file are parsed.
- If the source does not have the required test names, the hook fails.
Ensures that the source has a number of tests of a certain type (data, schema).
--tests
: key-value pairs of test types. Key is a type of test (data or schema) and value is required eg. --test data=1 schema=2 (do not put spaces before or after the = sign).
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-source-has-tests-by-type
args: ["--tests", "schema=1", "data=1", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You want to make sure that every source has certain tests.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
. - All sources from yml file are parsed.
- If the source does not have the required test types, the hook fails.
Ensures that the source has a number of tests.
--tests
: Minimum number of tests required.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-source-has-tests
args: ["--tests", "2", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You want to make sure that every source was tested.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
. - All sources from yml file are parsed.
- If the source does not have the required test count, the hook fails.
Ensures that the source has only valid tags from the provided list.
--tags
: A list of tags that sources can have.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-source-tags
args: ["--tags", "foo", "bar", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
Make sure you did not typo in tags.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
. - All sources from yml file are parsed.
- If the source has different tags than specified, the hook fails.
Ensures the source has a specific number (max/min) of childs.
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
--min-child-cnt
: Minimal number of child models.
--max-child-cnt
: Maximal number of child models.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-source-childs
args: ["--min-child-cnt", "2", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You want to find orphaned sources without any dependencies. Or you want to make sure that every source is used somewhere.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
. - All sources from yml file are parsed.
- The manifest is scanned for child models.
- If any source does not have a number of required childs, the hook fails.
Ensures that the macro has a description in the properties file (usually macro.yml
).
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: check-macro-has-description
You want to make sure that all macros have a description.
Macro exists in manifest.json 1 |
Macro exists in catalog.json 2 |
---|---|
❌ Not needed since it also validates properties files | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
andSQL
files. - The macro name is obtained from the
SQL
file name. - The manifest is scanned for a macro.
- Modified
yml
files are scanned for a macro. - If any macro (from a manifest or
yml
files) does not have a description, the hook fails. - The macro description must be in either the yml file or the manifest.
If you run
and then you delete the description from a properties file, the hook success since the description is still present in manifest.json
.
Ensures that the macro has arguments with descriptions in the properties file (usually schema.yml
).
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v0.1.1
hooks:
- id: check-macro-arguments-have-desc
You want to make sure that all specified arguments in the properties files (usually schema.yml
) have some description. This hook does not validate if all macro arguments are also present in a properties file.
Macro exists in manifest.json 1 |
Macro exists in catalog.json 2 |
---|---|
❌ Not needed since it also validates properties files | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
yml
andSQL
files. - The macro name is obtained from the
SQL
file name. - The manifest is scanned for a macro.
- Modified
yml
files are scanned for a macro. - If any argument in the found macro does not contain a description, the hook fails.
- The description must be in either the yml file or the manifest.
If you run
and then you delete argument description from a properties file, the hook success since the description is still present in manifest.json
.
If any source is missing this hook tries to create it.
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
.
--schema-file
: Location of schema.yml file. Where new source tables should be created.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: generate-missing-sources
args: ["--schema-file", "models/schema.yml", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You are too lazy to define schemas manually :D.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed since this hook tries to generate even non-existent source | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - SQL is parsed to find all sources.
- If the source exists in the manifest, nothing is done.
- If not, a new source is created in specified
schema-file
and the hook fails.
Source "envelope" has to exist in specified schema-file
, something like this:
version: 2
sources:
- name: <source_name>
Otherwise, it is not possible to automatically generate a new source table.
Unfortunately, this hook breaks your formatting.
Unify column descriptions across all models.
--ignore
: Columns for which do not check whether have a different description.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: unify-column-description
args: ["--ignore", "foo", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You want the descriptions of the same columns to be the same. E.g. in two of your models, you have customer_id
with the description This is cutomer_id
, but there is one model where column customer_id
has a description Something else
. This hook finds discrepancies between column descriptions and replaces them. So as the results all columns going to have the description This is customer_id
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed since this hook is using only yaml files | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
YAML
files. - From those files columns are parsed and compared.
- If one column name has more than one (not empty) description, the description with the most occurrences is taken and the hook fails.
- If it is not possible to decide which description is dominant, no changes are made.
If it is not possible to decide which description is dominant, no changes are made.
Replace table names with source
or ref
macros in the script.
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: replace-script-table-names
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You are running and debugging your SQL
in the editor. This editor does not know source
or ref
macros. So every time you copy the script from the editor into dbt
project you need to rewrite all table names to source
or ref
. That's boring and error-prone. If you run this hook it will replace all table names with macros instead of you.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - SQL is parsed and table names are found.
- Firstly it tries to find table name in models -
ref
. - Then it tries to find a table in sources -
source
. - If nothing is found it creates unknown
source
assource('<schema_name>', '<table_name>')
- If the script contains only
ref
andsource
macros, the hook success.
Generate model properties file if does not exist.
--manifest
: location of manifest.json
file. Usually target/manifest.json
. This file contains a full representation of dbt project. Default: target/manifest.json
.
--catalog
: location of catalog.json
file. Usually target/catalog.json
. dbt uses this file to render information like column types and table statistics into the docs site. In pre-commit-dbt is used for column operations. Default: target/catalog.json
--properties-file
: Location of file where new model properties should be generated. Suffix has to be yml
or yaml
. It can also include {database}, {schema}, {name} and {alias} variables. E.g. /models/{schema}/{name}.yml for model foo.bar
will create properties file in /models/foo/bar.yml. If path already exists, properties are appended.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: generate-model-properties-file
args: ["--properties-file", "/models/{schema}/{name}.yml", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
You are running and debugging your SQL
in the editor. This editor does not know source
or ref
macros. So every time you copy the script from the editor into dbt
project you need to rewrite all table names to source
or ref
. That's boring and error-prone. If you run this hook it will replace all table names with macros instead of you.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
✅ Yes | ❌ Yes |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - The model name is obtained from the
SQL
file name. - The manifest is scanned for a model.
- The catalog is scanned for a model.
- If the model does not have
patch_path
in the manifest, the new schema is written to the specified path. The hook fails.
Unfortunately, this hook breaks your formatting in the written file.
Remove the semicolon at the end of the script.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: remove-script-semicolon
You are too lazy or forgetful to delete one character at the end of the script.
Model exists in manifest.json 1 |
Model exists in catalog.json 2 |
---|---|
❌ Not needed | ❌ Not needed |
1 It means that you need to run dbt run
, dbt compile
before run this hook.
2 It means that you need to run dbt docs generate
before run this hook.
- Hook takes all changed
SQL
files. - If the file contains a semicolon at the end of the file, it is removed and the hook fails.
Run the dbt clean
command. Deletes all folders specified in the clean-targets.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: dbt-clean
Run the dbt compile
command. Generates executable SQL from source model, test, and analysis files.
--global-flags
: Global dbt flags applicable to all subcommands. Instead of dash -
please use +
.
--cmd-flags
: Command-specific dbt flags. Instead of dash -
please use +
.
--model-prefix
: Prefix dbt selector, for selecting parents.
--model-postfix
: Postfix dbt selector, for selecting children.
--models
: pre-commit-dbt is by default running changed files. If you need to override that, e.g. in case of Slim CI (state:modified
), you can use this option.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: dbt-compile
args: ["--model-prefix". "+", "--"]
or
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: dbt-compile
args: ["--models", "state:modified", "--cmd-flags", "++defer", "++state", "path/to/artifacts", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
Run dbt deps
command. Pulls the most recent version of the dependencies listed in your packages.yml.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: dbt-deps
Run dbt docs generate
command. The command is responsible for generating your project's documentation website.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: dbt-docs-generate
Run dbt run
command. Executes compiled SQL model files.
--global-flags
: Global dbt flags applicable to all subcommands. Instead of dash -
please use +
.
--cmd-flags
: Command-specific dbt flags. Instead of dash -
please use +
.
--model-prefix
: Prefix dbt selector, for selecting parents.
--model-postfix
: Postfix dbt selector, for selecting children.
--models
: pre-commit-dbt is by default running changed files. If you need to override that, e.g. in case of Slim CI (state:modified
), you can use this option.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: dbt-run
args: ["--model-prefix", "+", "--"]
or
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: dbt-run
args: ["--models", "state:modified", "--cmd-flags", "++defer", "++state", "path/to/artifacts", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.
Run dbt test
command. Runs tests on data in deployed models.
--global-flags
: Global dbt flags applicable to all subcommands. Instead of dash -
please use +
.
--cmd-flags
: Command-specific dbt flags. Instead of dash -
please use +
.
--model-prefix
: Prefix dbt selector, for selecting parents.
--model-postfix
: Postfix dbt selector, for selecting children.
--models
: pre-commit-dbt is by default running changed files. If you need to override that, e.g. in case of Slim CI (state:modified
), you can use this option.
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: dbt-test
args: ["--model-prefix", "+", "--"]
or
repos:
- repo: https://github.com/offbi/pre-commit-dbt
rev: v1.0.0
hooks:
- id: dbt-test
args: ["--models", "state:modified", "--cmd-flags", "++defer", "++state", "path/to/artifacts", "--"]
--
as the last argument. Otherwise pre-commit
would not be able to separate a list of files with args.