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.

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

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

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

# 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_v9(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 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)