https://github.com/dbt-labs/metricflow

analytics business-intelligence data data-modeling metrics pypi semantic-layer

Score: 27.436888605575653

Last synced: 43 minutes ago
JSON representation

Repository metadata:

MetricFlow allows you to define, build, and maintain metrics in code.

Host: GitHub
URL: https://github.com/dbt-labs/metricflow
Owner: dbt-labs
License: apache-2.0
Created: 2022-04-04T18:33:06.000Z (over 4 years ago)
Default Branch: main
Last Pushed: 2026-11-02T16:33:53.000Z (5 days ago)
Last Synced: 2026-11-06T13:15:05.886Z (about 19 hours ago)
Topics: analytics, business-intelligence, data, data-modeling, metrics, pypi, semantic-layer
Language: Python
Homepage: https://docs.getdbt.com/docs/build/about-metricflow
Size: 46.3 MB
Stars: 1,864
Watchers: 23
Forks: 222
Open Issues: 167
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Codeowners: .github/CODEOWNERS
- Governance: GOVERNANCE.md
- Agents: AGENTS.md
- Copilot: .github/copilot-instructions.md

Owner metadata:

Name: dbt Labs
Login: dbt-labs
Email: support@getdbt.com
Kind: organization
Description: dbt helps data teams work like software engineers—to ship trusted data, faster.
Website: getdbt.com
Location: Philadelphia, PA
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/18339788?v=4
Repositories: 349
Last Synced at: 2024-10-30T03:50:19.445Z
Profile URL: https://github.com/dbt-labs

GitHub Events

Total

Create event: 413
Delete event: 379
Fork event: 28
Issue comment event: 323
Issues event: 95
Pull request event: 678
Pull request review comment event: 426
Pull request review event: 637
Push event: 2845
Release event: 4
Watch event: 222
Total: 6050

Last Year

Create event: 65
Delete event: 51
Fork event: 8
Issue comment event: 22
Issues event: 10
Pull request event: 82
Pull request review comment event: 25
Pull request review event: 40
Push event: 436
Release event: 1
Watch event: 74
Total: 814

Committers metadata

Last synced: 1 day ago

Total Commits: 2,650
Total Committers: 59
Avg Commits per committer: 44.915
Development Distribution Score (DDS): 0.663

Commits in past year: 137
Committers in past year: 15
Avg Commits per committer in past year: 9.133
Development Distribution Score (DDS) in past year: 0.314

Name	Email	Commits
Paul Yang	g**b@a**m	892
tlento	t**m@t**o	453
Thomas Quigley Malcolm	t**s@t**o	335
Courtney Holcomb	c**b@g**m	304
Will Deng	w**4@g**m	268
Paul Yang	p**l@t**o	151
Callum McCann	c**1@g**m	45
Kyle Li	k**e@t**o	32
Devon Fulcher	d**3@g**m	22
Jimmy Zhu	j**y@t**o	18
serramatutu	l**s@t**o	16
Caleb Holtzinger	c**b@l**m	15
Patrick Yost	1****e	10
Lucas Valente	s****u	6
Jordan	j**7@g**m	6
Belinda Bennett	b**a@t**o	5
Doug Beatty	4****0	5
Jack Kelly	j**k@t**o	5
Conglei Shi	c**i@t**o	4
Berat ATLI	8****i	4
Nick Handel	5****l	4
allegraholland	8****d	3
David Bloss	d**s@d**m	3
Rex Ledesma	r**x@e**m	3
Vincent Viers	3****s	2
hesham-nawaz	5****z	2
mirnawong1	8****1	2
Hesham Nawaz	h**m@t**o	2
Marco d'Amore	m**o@t**o	2
Marco d'Amore	m**e@d**m	2
and 29 more...

Issue and Pull Request metadata

Last synced: about 12 hours ago

Total issues: 213
Total pull requests: 1,276
Average time to close issues: 4 months
Average time to close pull requests: 8 days
Total issue authors: 70
Total pull request authors: 54
Average comments per issue: 1.21
Average comments per pull request: 0.65
Merged pull request: 921
Bot issues: 0
Bot pull requests: 1

Past year issues: 33
Past year pull requests: 57
Past year average time to close issues: 2 months
Past year average time to close pull requests: 9 days
Past year issue authors: 22
Past year pull request authors: 19
Past year average comments per issue: 1.67
Past year average comments per pull request: 1.54
Past year merged pull request: 32
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/dbt-labs/metricflow

Top Issue Authors

tlento (44)
Jstein77 (27)
courtneyholcomb (19)
siljamardla (18)
plypaul (16)
arijitroy003 (4)
QMalcolm (4)
soham-dasgupta (3)
alenaomal (3)
ota2000 (3)
GuidoBerl (3)
b-per (3)
gowthamgutha (2)
mercedes-wu-wandb (2)
AlessandroLollo (2)

Top Pull Request Authors

plypaul (580)
courtneyholcomb (417)
tlento (112)
WilliamDee (41)
QMalcolm (21)
lebca (14)
theyostalservice (13)
serramatutu (10)
DevonFulcher (6)
beratli (4)
belindabennett (3)
marcodamore (3)
MauroLuzzatto (3)
b-per (2)
ota2000 (2)

Top Issue Labels

triage (108)
enhancement (88)
bug (71)
Metricflow (36)
linear (30)
Medium priority (14)
backlog (11)
Metricflow Gap (9)
Skip Changelog (8)
cla:yes (8)
good first issue (8)
High priority (7)
Low priority (6)
Medium (4)
documentation (3)
mf_developer ergonomics (3)
starter task (3)
In Progress (2)
Low (2)
Urgent (2)
awaiting response (1)
wontfix (1)
question (1)
In Review (1)
Feature (1)
Todo (1)
where-filter (1)

Top Pull Request Labels

cla:yes (1,026)
Skip Changelog (879)
Run Tests With Other SQL Engines (7)
enhancement (1)
stale (1)

Package metadata

Total packages: 5
Total downloads:
- pypi: 6,872,652 last-month
- conda: 40 total
Total dependent packages: 3 (may contain duplicates)
Total dependent repositories: 2 (may contain duplicates)
Total versions: 160
Total maintainers: 3

proxy.golang.org: github.com/dbt-labs/metricflow

Homepage:
Documentation: https://pkg.go.dev/github.com/dbt-labs/metricflow#section-documentation
Licenses: apache-2.0
Latest release: v0.213.0 (published about 2 months ago)
Last Synced: 2026-11-06T01:45:29.357Z (1 day ago)
Versions: 33
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.604%
- Average: 4.759%
- Dependent repos count: 4.914%

pypi.org: metricflow

Translates a simple metric definition into reusable SQL and executes it against the SQL engine of your choice.

Homepage:
Documentation: https://docs.getdbt.com/docs/build/about-metricflow
Licenses: Apache-2.0
Latest release: 0.213.0 (published about 2 months ago)
Last Synced: 2026-11-06T01:45:20.573Z (1 day ago)
Versions: 97
Dependent Packages: 3
Dependent Repositories: 1
Downloads: 6,533,885 Last month
Rankings:
- Downloads: 2.036%
- Stargazers count: 2.054%
- Dependent packages count: 2.375%
- Forks count: 5.145%
- Average: 6.629%
- Dependent repos count: 21.535%
Maintainers (2)
- transform_data
- fishtown-analytics

pypi.org: dbt-metricflow

Execute commands against the MetricFlow semantic layer with dbt.

Homepage:
Documentation: https://dbt-metricflow.readthedocs.io/
Licenses: Apache-2.0
Latest release: 0.15.0 (published about 2 months ago)
Last Synced: 2026-11-06T01:45:11.994Z (1 day ago)
Versions: 24
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 338,750 Last month
Rankings:
- Stargazers count: 2.033%
- Downloads: 3.948%
- Forks count: 5.169%
- Dependent packages count: 7.373%
- Average: 8.151%
- Dependent repos count: 22.233%
Maintainers (1)
- fishtown-analytics

pypi.org: metricflow-klook-data

Translates a simple metric definition into reusable SQL and executes it against the SQL engine of your choice.

Homepage:
Documentation: https://docs.getdbt.com/docs/build/about-metricflow
Licenses: Apache-2.0
Latest release: 0.209.0 (published 8 months ago)
Last Synced: 2026-11-06T01:45:19.830Z (1 day ago)
Versions: 5
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 17 Last month
Rankings:
- Dependent packages count: 7.723%
- Average: 26.202%
- Downloads: 27.214%
- Dependent repos count: 43.668%
Maintainers (1)
- Cyril.Lu

anaconda.org: metricflow

Translates a simple metric definition into reusable SQL and executes it against the SQL engine of your choice

Homepage: https://github.com/dbt-labs/metricflow
Licenses: Apache-2.0
Latest release: 0.212.0 (published 2 months ago)
Last Synced: 2026-09-02T01:42:57.950Z (2 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 40 Total
Rankings:
- Dependent packages count: 33.248%
- Dependent repos count: 36.253%
- Average: 44.55%
- Downloads: 64.148%

Dependencies

pyproject.toml pypi

pre-commit ^2.18.0 develop
pytest ^7.1.1 develop
pytest-mock ^3.7.0 develop
Jinja2 2.11.3
MarkupSafe 2.0.1
PyYAML ^5.4.1
SQLAlchemy ^1.4.27
click ^7.1.2
croniter ^1.3.4
duckdb 0.3.4
duckdb-engine ^0.1.8
fuzzywuzzy ^0.18.0
google-cloud-bigquery 2.34.2
graphviz 0.18.2
halo ^0.0.31
jsonschema 3.2.0
more-itertools 8.10.0
moz-sql-parser ^4.40.21126
numpy >=1.22.2
pandas 1.2.4
psycopg2 ^2.9.3
pycron ^3.0.0
pydantic ^1.9.0
python >=3.8,<3.10
python-Levenshtein ^0.12.2
python-dateutil 2.8.2
requests ^2.27.1
ruamel.yaml ^0.17.21
rudder-sdk-python ^1.0.3
snowflake-connector-python >=2.7.8
snowflake-sqlalchemy 1.2.3
sqlalchemy-bigquery ^1.4.3
sqlalchemy-redshift 0.8.1
sqlalchemy2-stubs ^0.0.2-alpha.21
tabulate 0.8.9
update-checker ^0.18.0
yamllint ^1.26.3

.github/workflows/cd-sql-engine-tests.yaml actions

actions/cache v3 composite
actions/checkout v3 composite
actions/setup-python v4 composite
kpritam/slack-job-status-action v1 composite
postgres * docker

.github/workflows/ci-linting.yaml actions

actions/cache v3 composite
actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/ci-metricflow-unit-tests.yaml actions

actions/cache v3 composite
actions/checkout v3 composite
actions/setup-python v4 composite
postgres * docker

.github/actions/run-mf-tests/action.yaml actions

./.github/actions/setup-python-env * composite

.github/actions/setup-python-env/action.yaml actions

actions/cache v3 composite
actions/setup-python v4 composite

.github/workflows/bot-changelog.yml actions

emmyoop/changie_bot v1 composite

.github/workflows/cd-sql-engine-populate-persistent-source-schema.yaml actions

./.github/actions/run-mf-tests * composite
actions-ecosystem/action-remove-labels v1 composite
actions/checkout v3 composite

.github/workflows/changelog-existence.yml actions

dbt-metricflow/pyproject.toml pypi

dbt-core ~=1.6.0
metricflow ~=0.202.0

.github/workflows/ci-cache-environments.yaml actions

./.github/actions/setup-python-env * composite
actions/checkout 08eba0b27e820071cde6df949e0beb9ba4906955 composite

.github/workflows/cd-push-dbt-metricflow-to-pypi.yaml actions

./.github/actions/setup-python-env * composite
actions/checkout 08eba0b27e820071cde6df949e0beb9ba4906955 composite
pypa/gh-action-pypi-publish ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e composite

.github/workflows/cd-push-metricflow-to-pypi.yaml actions

./.github/actions/setup-python-env * composite
actions/checkout 08eba0b27e820071cde6df949e0beb9ba4906955 composite
pypa/gh-action-pypi-publish ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e composite

.github/workflows/cd-build-sidecar-binaries.yaml actions

./.github/actions/setup-python-env * composite
actions/checkout 08eba0b27e820071cde6df949e0beb9ba4906955 composite
actions/download-artifact d3f86a106a0bac45b974a628896c90dbdf5c8093 composite
actions/upload-artifact ea165f8d65b6e75b540449e92b4886f43607fa02 composite
softprops/action-gh-release 3bb12739c298aeb8a4eeaf626c5b8d85266b0e65 composite

.github/workflows/cd-cut-adhoc-sidecar-release.yaml actions

actions/checkout 08eba0b27e820071cde6df949e0beb9ba4906955 composite

.github/workflows/changelog-validation.yaml actions

actions/checkout 08eba0b27e820071cde6df949e0beb9ba4906955 composite
miniscruff/changie-action 6dcc2533cac0495148ed4046c438487e4dceaa23 composite

dbt-metricflow/requirements-files/dev-env-requirements.txt pypi

dbt-duckdb >=1.8.0,<1.9.0 development

dbt-metricflow/requirements-files/requirements-cli.txt pypi

Jinja2 >=3.1.6,<3.7.0
click >=8.1.6
dbt-core >=1.11,<1.13
halo >=0.0.31,<0.1.0
update-checker >=0.18.0,<0.19.0

dbt-metricflow/requirements-files/requirements-dbt-bigquery.txt pypi

dbt-bigquery *

dbt-metricflow/requirements-files/requirements-dbt-athena.txt pypi

dbt-athena-community >=1.8.0,<1.10.0

dbt-metricflow/requirements-files/requirements-dbt-redshift.txt pypi

dbt-redshift *

dbt-metricflow/requirements-files/requirements-dbt-snowflake.txt pypi

dbt-snowflake *

dbt-metricflow/requirements-files/requirements-dbt-trino.txt pypi

dbt-trino *

dbt-metricflow/requirements-files/requirements-dbt-databricks.txt pypi

dbt-databricks *

dbt-metricflow/requirements-files/requirements-dbt-duckdb.txt pypi

dbt-duckdb *

dbt-metricflow/requirements-files/requirements-dbt-postgres.txt pypi

dbt-postgres *

dbt-metricflow/requirements-files/requirements-metricflow.txt pypi

metricflow *

requirements-files/requirements-bigquery.txt pypi

sqlalchemy-bigquery >=1.9.0,<2.0.0

requirements-files/dev-env-requirements.txt pypi

PyGithub >=2.9,<3.0 development
Pympler >=1.1,<=2.0 development
black >=23.3,<24 development
duckdb >=1.5,<1.6 development
duckdb-engine >=0.13.0,<0.14.0 development
dulwich >=1.2,<2.0 development
graphviz >=0.18.2,<0.21 development
httpx >=0.24,<0.25 development
hypothesis >=6.87,<7 development
isort >=5.12,<6 development
mypy >=1.7.0,<1.8.0 development
pre-commit >=3.2.2,<3.3.0 development
pytest >=8.0.0,<9.0.0 development
pytest-mock >=3.14.0,<3.15.0 development
pytest-xdist >=3.6.0,<3.7.0 development
sqlalchemy >=2.0.0,<2.1.0 development
termcolor >=3.0,<4.0 development
tomli >=2.3.0,<3 development
types-Jinja2 >=2.11,<3 development
types-PyYAML * development
types-jsonschema >=4.17,<5 development
types-python-dateutil * development
types-tabulate * development
varname >=0.15.1,<1 development

requirements-files/requirements-athena.txt pypi

PyAthena >=3.10.0,<4.0.0

requirements-files/requirements-databricks.txt pypi

databricks-sqlalchemy >=2.0.0,<3.0.0

requirements-files/requirements-snowflake.txt pypi

snowflake-sqlalchemy >=1.5.0,<2.0.0

requirements-files/requirements-trino.txt pypi

trino >=0.336.0,<0.337.0

requirements-files/requirements.txt pypi

Jinja2 >=3.1.6,<3.7
PyYAML >=6.0,<7.0
importlib_metadata >=4.0
jsonschema >=4.17,<5.0
more-itertools >=10.0.0,<11.0
pydantic >=1.10.0,<3.0
python-dateutil >=2.9.0,<2.10
rapidfuzz >=3.0,<4.0
referencing >=0.28
sqlglot >=20.0.0
tabulate >=0.8.9
typing_extensions >=4.4,<5.0

requirements-files/requirements-postgres.txt pypi

psycopg2-binary >=2.9.0,<3.0.0

requirements-files/requirements-redshift.txt pypi

psycopg2-binary >=2.9.0,<3.0.0

requirements-files/requirements-vertica.txt pypi

vertica-python >=1.3.0,<2.0.0

dbt-metricflow/requirements-files/requirements-dbt-vertica.txt pypi

dbt-vertica *

requirements-files/requirements-clickhouse.txt pypi

clickhouse-connect >=0.8.0,<1.0.0

dbt-metricflow/requirements-files/requirements-dbt-clickhouse.txt pypi

dbt-clickhouse >=1.8,<2

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