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dbt-artifacts-parser

This is a dbt artifacts parse in python. It enables us to deal with catalog.json, manifest.json, run-results.json and sources.json as python objects.

This package is primarily designed for dbt-core, enabling seamless interaction with dbt artifacts as Python objects. While dbt Cloud provides additional artifact types beyond those of dbt-core, this package does not offer comprehensive support for them.

Supported Versions and Compatibility

⚠️ Important Note:

• Pydantic v1 will not be supported for dbt 1.9 or later.
• To parse dbt 1.9 or later, please migrate your code to pydantic v2.
• We will reassess version compatibility upon the release of pydantic v3.

Installation

pip install -U dbt-artifacts-parser

Python classes

Those are the classes to parse dbt artifacts.

Catalog

• CatalogV1 for catalog.json v1

Manifest

• ManifestV1 for manifest.json v1
• ManifestV2 for manifest.json v2
• ManifestV3 for manifest.json v3
• ManifestV4 for manifest.json v4
• ManifestV5 for manifest.json v5
• ManifestV6 for manifest.json v6
• ManifestV7 for manifest.json v7
• ManifestV8 for manifest.json v8
• ManifestV9 for manifest.json v9
• ManifestV10 for manifest.json v10
• ManifestV11 for manifest.json v11
• ManifestV12 for manifest.json v12

Run Results

• RunResultsV1 for run_results.json v1
• RunResultsV2 for run_results.json v2
• RunResultsV3 for run_results.json v3
• RunResultsV4 for run_results.json v4
• RunResultsV5 for run_results.json v5
• RunResultsV6 for run_results.json v6

Sources

• SourcesV1 for sources.json v1
• SourcesV2 for sources.json v2
• SourcesV3 for sources.json v3

Examples

Parse catalog.json

import json

# parse any version of catalog.json
from dbt_artifacts_parser.parser import parse_catalog

with open("path/to/catalog.json", "r") as fp:
    catalog_dict = json.load(fp)
    catalog_obj = parse_catalog(catalog=catalog_dict)

# parse catalog.json v1
from dbt_artifacts_parser.parser import parse_catalog_v1

with open("path/to/catalog.json", "r") as fp:
    catalog_dict = json.load(fp)
    catalog_obj = parse_catalog_v1(catalog=catalog_dict)

Parse manifest.json

import json

# parse any version of manifest.json
from dbt_artifacts_parser.parser import parse_manifest

with open("path/to/manifest.json", "r") as fp:
    manifest_dict = json.load(fp)
    manifest_obj = parse_manifest(manifest=manifest_dict)

# parse manifest.json v1
from dbt_artifacts_parser.parser import parse_manifest_v1

with open("path/to/manifest.json", "r") as fp:
    manifest_dict = json.load(fp)
    manifest_obj = parse_manifest_v1(manifest=manifest_dict)

# parse manifest.json v2
from dbt_artifacts_parser.parser import parse_manifest_v2

with open("path/to/manifest.json", "r") as fp:
    manifest_dict = json.load(fp)
    manifest_obj = parse_manifest_v2(manifest=manifest_dict)

# parse manifest.json v3
from dbt_artifacts_parser.parser import parse_manifest_v3

with open("path/to/manifest.json", "r") as fp:
    manifest_dict = json.load(fp)
    manifest_obj = parse_manifest_v3(manifest=manifest_dict)

# parse manifest.json v4
from dbt_artifacts_parser.parser import parse_manifest_v4

with open("path/to/manifest.json", "r") as fp:
    manifest_dict = json.load(fp)
    manifest_obj = parse_manifest_v4(manifest=manifest_dict)

# parse manifest.json v5
from dbt_artifacts_parser.parser import parse_manifest_v5

with open("path/to/manifest.json", "r") as fp:
    manifest_dict = json.load(fp)
    manifest_obj = parse_manifest_v5(manifest=manifest_dict)

# parse manifest.json v6
from dbt_artifacts_parser.parser import parse_manifest_v6

with open("path/to/manifest.json", "r") as fp:
    manifest_dict = json.load(fp)
    manifest_obj = parse_manifest_v6(manifest=manifest_dict)

# parse manifest.json v7
from dbt_artifacts_parser.parser import parse_manifest_v7

with open("path/to/manifest.json", "r") as fp:
    manifest_dict = json.load(fp)
    manifest_obj = parse_manifest_v7(manifest=manifest_dict)

# parse manifest.json v8
from dbt_artifacts_parser.parser import parse_manifest_v8

with open("path/to/manifest.json", "r") as fp:
    manifest_dict = json.load(fp)
    manifest_obj = parse_manifest_v8(manifest=manifest_dict)

# parse manifest.json v9
from dbt_artifacts_parser.parser import parse_manifest_v9

with open("path/to/manifest.json", "r") as fp:
    manifest_dict = json.load(fp)
    manifest_obj = parse_manifest_v9(manifest=manifest_dict)

# parse manifest.json v10
from dbt_artifacts_parser.parser import parse_manifest_v10

with open("path/to/manifest.json", "r") as fp:
    manifest_dict = json.load(fp)
    manifest_obj = parse_manifest_v10(manifest=manifest_dict)

# parse manifest.json v11
from dbt_artifacts_parser.parser import parse_manifest_v11

with open("path/to/manifest.json", "r") as fp:
    manifest_dict = json.load(fp)
    manifest_obj = parse_manifest_v11(manifest=manifest_dict)

# parse manifest.json v12
from dbt_artifacts_parser.parser import parse_manifest_v12

with open("path/to/manifest.json", "r") as fp:
    manifest_dict = json.load(fp)
    manifest_obj = parse_manifest_v12(manifest=manifest_dict)

Parse run-results.json

import json

# parse any version of run-results.json
from dbt_artifacts_parser.parser import parse_run_results

with open("path/to/run-resultsjson", "r") as fp:
    run_results_dict = json.load(fp)
    run_results_obj = parse_run_results(run_results=run_results_dict)

# parse run-results.json v1
from dbt_artifacts_parser.parser import parse_run_results_v1

with open("path/to/run-results.json", "r") as fp:
    run_results_dict = json.load(fp)
    run_results_obj = parse_run_results_v1(run_results=run_results_dict)

# parse run-results.json v2
from dbt_artifacts_parser.parser import parse_run_results_v2

with open("path/to/run-results.json", "r") as fp:
    run_results_dict = json.load(fp)
    run_results_obj = parse_run_results_v2(run_results=run_results_dict)

# parse run-results.json v3
from dbt_artifacts_parser.parser import parse_run_results_v3

with open("path/to/run-results.json", "r") as fp:
    run_results_dict = json.load(fp)
    run_results_obj = parse_run_results_v3(run_results=run_results_dict)

# parse run-results.json v4
from dbt_artifacts_parser.parser import parse_run_results_v4

with open("path/to/run-results.json", "r") as fp:
    run_results_dict = json.load(fp)
    run_results_obj = parse_run_results_v4(run_results=run_results_dict)

# parse run-results.json v5
from dbt_artifacts_parser.parser import parse_run_results_v5

with open("path/to/run-results.json", "r") as fp:
    run_results_dict = json.load(fp)
    run_results_obj = parse_run_results_v5(run_results=run_results_dict)

# parse run-results.json v6
from dbt_artifacts_parser.parser import parse_run_results_v6

with open("path/to/run-results.json", "r") as fp:
    run_results_dict = json.load(fp)
    run_results_obj = parse_run_results_v6(run_results=run_results_dict)

Parse sources.json

import json

# parse any version of sources.json
from dbt_artifacts_parser.parser import parse_sources

with open("path/to/sources.json", "r") as fp:
    sources_dict = json.load(fp)
    sources_obj = parse_sources(sources=sources_dict)

# parse sources.json v1
from dbt_artifacts_parser.parser import parse_sources_v1

with open("path/to/sources.json", "r") as fp:
    sources_dict = json.load(fp)
    sources_obj = parse_sources_v1(sources=sources_dict)

# parse sources.json v2
from dbt_artifacts_parser.parser import parse_sources_v2

with open("path/to/sources.json", "r") as fp:
    sources_dict = json.load(fp)
    sources_obj = parse_sources_v2(sources=sources_dict)

# parse sources.json v3
from dbt_artifacts_parser.parser import parse_sources_v3

with open("path/to/sources.json", "r") as fp:
    sources_dict = json.load(fp)
    sources_obj = parse_sources_v3(sources=sources_dict)

Contributors

Thank you for your contributions!

If you are interested in contributing to this package, please check out the CONTRIBUTING.md.