dbt-artifacts-parser 0.1.0

A dbt artifacts parser in python

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

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
• SourcesV1 for sources.json v3

Examples

Parse catalog.json

import yaml

# 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 = yaml.safe_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 = yaml.safe_load(fp)
    catalog_obj = parse_catalog_v1(catalog=catalog_dict)

Parse manifest.json

import yaml

# 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 = yaml.safe_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 = yaml.safe_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 = yaml.safe_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 = yaml.safe_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 = yaml.safe_load(fp)
    manifest_obj = parse_manifest_v4(manifest=manifest_dict)

Parse run-results.json

import yaml

# 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 = yaml.safe_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 = yaml.safe_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 = yaml.safe_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 = yaml.safe_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 = yaml.safe_load(fp)
    run_results_obj = parse_run_results_v4(run_results=run_results_dict)

Parse sources.json

import yaml

# 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 = yaml.safe_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 = yaml.safe_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 = yaml.safe_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 = yaml.safe_load(fp)
    sources_obj = parse_sources_v3(sources=sources_dict)