diff --git a/.gitignore b/.gitignore
index 1fd5d0638..fbbf793f5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -49,3 +49,9 @@ devtools/datasette/fly/Dockerfile
 devtools/datasette/fly/inspect-data.json
 devtools/datasette/fly/metadata.yml
 devtools/datasette/fly/all_dbs.tar.zst
+
+# dbt specific ignores
+dbt/dbt_packages/
+dbt/target/
+dbt/logs/
+dbt/.user.yml
diff --git a/dbt/README.md b/dbt/README.md
new file mode 100644
index 000000000..6e4405919
--- /dev/null
+++ b/dbt/README.md
@@ -0,0 +1,86 @@
+### Overview
+This directory contains an initial setup of a `dbt` project meant to write
+[data tests](https://docs.getdbt.com/docs/build/data-tests) for PUDL data. The
+project is setup with profiles that allow you to select running tests on `nightly`
+builds, `etl-full`, or `etl-fast` outputs. The `nightly` profile will operate
+directly on parquet files in our S3 bucket, while both the `etl-full` and `etl-fast`
+profiles will look for parquet files based on your `PUDL_OUTPUT` environment
+variable. See the `Usage` section below for examples using these profiles.
+
+
+### Development
+To setup the `dbt` project, simply install the PUDL `conda` environment as normal,
+then run the following command from this directory.
+
+```
+dbt deps
+```
+
+#### Adding new tables
+To add a new table to the project, you must add it as a
+[dbt source](https://docs.getdbt.com/docs/build/sources). You can do this by editing
+the file `src/pudl/dbt/models/schema.yml`. I've already added the table
+`out_vcerare__hourly_available_capacity_factor`, which can be used as a reference.
+
+#### Adding tests
+Once a table is included as a `source`, you can add tests for the table. You can
+either add a generic test directly in `src/pudl/dbt/models/schema.yml`, or create
+a `sql` file in the directory `src/pudl/dbt/tests/`, which references the `source`.
+When adding `sql` tests like this, you should construct a query that `SELECT`'s rows
+that indicate a failure. That is, if the query returns any rows, `dbt` will raise a
+failure for that test.
+
+The project includes [dbt-expectations](https://github.com/calogica/dbt-expectations)
+and [dbt-utils](https://github.com/dbt-labs/dbt-utils) as dependencies. These
+packages include useful tests out of the box that can be applied to any tables
+in the project. There are several examples in `src/pudl/dbt/models/schema.yml` which
+use `dbt-expectations`.
+
+#### Modifying a table before test
+In many cases we modify a table slightly before executing a test. There are a couple
+ways to accomplish this. First, when creating a `sql` test in `src/pudl/dbt/tests/`,
+you can structure your query to modify the table/column before selecting failure
+rows. The second method is to create a [model](https://docs.getdbt.com/docs/build/models) in `src/pudl/dbt/models/validation`. Any models created here will create a view
+in a `duckdb` database being used by `dbt`. You can then reference this model in
+`src/pudl/dbt/models/schema.yml`, and apply tests as you would with `sources`. There's
+an example of this pattern which takes the table `out_ferc1__yearly_steam_plants_fuel_by_plant_sched402`,
+computes fuel cost per mmbtu in the `sql` model, then applies `dbt_expectations` tests
+to this model.
+
+#### Usage
+There are a few ways to execute tests. To run all tests with a single command:
+
+```
+dbt build
+```
+
+This command will first run any models, then execute all tests.
+
+For more finegrained control, first run:
+
+```
+dbt run
+```
+
+This will run all models, thus prepairing any `sql` views that will be referenced in
+tests. Once you've done this, you can run all tests with:
+
+```
+dbt test
+```
+
+To run all tests for a single source table:
+
+```
+dbt test --select source:pudl.{table_name}
+```
+
+To run all tests for a model table:
+
+```
+dbt test --select {model_name}
+```
+
+##### Selecting target profile
+To select between `nightly`, `etl-full`, and `etl-fast` profiles, append
+`--target {target_name}` to any of the previous commands.
diff --git a/dbt/dbt_project.yml b/dbt/dbt_project.yml
new file mode 100644
index 000000000..699f7a218
--- /dev/null
+++ b/dbt/dbt_project.yml
@@ -0,0 +1,22 @@
+# Name your project! Project names should contain only lowercase characters
+# and underscores. A good package name should reflect your organization's
+# name or the intended use of these models
+name: "pudl_dbt"
+version: "1.0.0"
+
+# This setting configures which "profile" dbt uses for this project.
+profile: "pudl_dbt"
+
+# These configurations specify where dbt should look for different types of files.
+# The `model-paths` config, for example, states that models in this project can be
+# found in the "models/" directory. You probably won't need to change these!
+model-paths: ["models"]
+macro-paths: ["macros"]
+test-paths: ["tests"]
+
+sources:
+  pudl_dbt:
+    +external_location: |
+      {%- if target.name == "nightly" -%} 'https://s3.us-west-2.amazonaws.com/pudl.catalyst.coop/nightly/{name}.parquet'
+      {%- else -%} '{{ env_var('PUDL_OUTPUT') }}/parquet/{name}.parquet'
+      {%- endif -%}
diff --git a/dbt/models/ferc1/out_ferc1__yearly_steam_plants_fuel_by_plant_sched402/schema.yml b/dbt/models/ferc1/out_ferc1__yearly_steam_plants_fuel_by_plant_sched402/schema.yml
new file mode 100644
index 000000000..4716ad5ff
--- /dev/null
+++ b/dbt/models/ferc1/out_ferc1__yearly_steam_plants_fuel_by_plant_sched402/schema.yml
@@ -0,0 +1,43 @@
+version: 2
+
+sources:
+  - name: pudl
+    tables:
+      - name: out_ferc1__yearly_steam_plants_fuel_by_plant_sched402
+
+models:
+  - name: validate_ferc1__yearly_steam_plants_fuel_by_plant_sched402
+    columns:
+      - name: gas_cost_per_mmbtu
+        data_tests:
+          - dbt_expectations.expect_column_quantile_values_to_be_between:
+              quantile: 0.05
+              min_value: 1.5
+          - dbt_expectations.expect_column_quantile_values_to_be_between:
+              quantile: 0.90
+              max_value: 15.0
+          - dbt_expectations.expect_column_median_to_be_between:
+              min_value: 2.0
+              max_value: 10.0
+      - name: oil_cost_per_mmbtu
+        data_tests:
+          - dbt_expectations.expect_column_quantile_values_to_be_between:
+              quantile: 0.10
+              min_value: 3.5
+          - dbt_expectations.expect_column_quantile_values_to_be_between:
+              quantile: 0.90
+              max_value: 25.0
+          - dbt_expectations.expect_column_median_to_be_between:
+              min_value: 6.5
+              max_value: 17.0
+      - name: coal_cost_per_mmbtu
+        data_tests:
+          - dbt_expectations.expect_column_quantile_values_to_be_between:
+              quantile: 0.10
+              min_value: 0.75
+          - dbt_expectations.expect_column_quantile_values_to_be_between:
+              quantile: 0.90
+              max_value: 4.0
+          - dbt_expectations.expect_column_median_to_be_between:
+              min_value: 1.0
+              max_value: 2.5
diff --git a/dbt/models/ferc1/out_ferc1__yearly_steam_plants_fuel_by_plant_sched402/validate_ferc1__yearly_steam_plants_fuel_by_plant_sched402.sql b/dbt/models/ferc1/out_ferc1__yearly_steam_plants_fuel_by_plant_sched402/validate_ferc1__yearly_steam_plants_fuel_by_plant_sched402.sql
new file mode 100644
index 000000000..f458597a5
--- /dev/null
+++ b/dbt/models/ferc1/out_ferc1__yearly_steam_plants_fuel_by_plant_sched402/validate_ferc1__yearly_steam_plants_fuel_by_plant_sched402.sql
@@ -0,0 +1,6 @@
+
+select
+{% for fuel_type in ["gas", "oil", "coal"] %}
+    {{ fuel_type }}_fraction_cost * fuel_cost / ({{ fuel_type }}_fraction_mmbtu * fuel_mmbtu) as {{ fuel_type }}_cost_per_mmbtu,
+{% endfor %}
+from {{ source('pudl', 'out_ferc1__yearly_steam_plants_fuel_by_plant_sched402') }}
diff --git a/dbt/models/vcerare/out_vcerare__hourly_available_capacity_factor.yml b/dbt/models/vcerare/out_vcerare__hourly_available_capacity_factor.yml
new file mode 100644
index 000000000..90cc23e36
--- /dev/null
+++ b/dbt/models/vcerare/out_vcerare__hourly_available_capacity_factor.yml
@@ -0,0 +1,46 @@
+version: 2
+
+sources:
+  - name: pudl
+    tables:
+      - name: out_vcerare__hourly_available_capacity_factor
+        data_tests:
+          - dbt_expectations.expect_table_row_count_to_equal:
+              value: |
+                {%- if target.name == "etl-fast" -%} 27287400
+                {%- else -%} 136437000
+                {%- endif -%}
+          - dbt_expectations.expect_compound_columns_to_be_unique:
+              column_list: ["county_id_fips", "datetime_utc"]
+              row_condition: "county_id_fips is not null"
+        columns:
+          - name: capacity_factor_solar_pv
+            data_tests:
+              - not_null
+              - dbt_expectations.expect_column_max_to_be_between:
+                  max_value: 1.02
+              - dbt_expectations.expect_column_min_to_be_between:
+                  min_value: 0.00
+          - name: capacity_factor_offshore_wind
+            data_tests:
+              - not_null
+              - dbt_expectations.expect_column_max_to_be_between:
+                  max_value: 1.00
+              - dbt_expectations.expect_column_min_to_be_between:
+                  min_value: 0.00
+          - name: hour_of_year
+            data_tests:
+              - not_null
+              - dbt_expectations.expect_column_max_to_be_between:
+                  min_value: 8759
+                  max_value: 8761
+          - name: datetime_utc
+            data_tests:
+              - not_null
+              - dbt_expectations.expect_column_values_to_not_be_in_set:
+                  value_set: ["{{ dbt_date.date(2020, 12, 31) }}"]
+          - name: county_or_lake_name
+            data_tests:
+              - not_null
+              - dbt_expectations.expect_column_values_to_not_be_in_set:
+                  value_set: ["bedford_city", "clifton_forge_city"]
diff --git a/dbt/package-lock.yml b/dbt/package-lock.yml
new file mode 100644
index 000000000..80e576fa3
--- /dev/null
+++ b/dbt/package-lock.yml
@@ -0,0 +1,8 @@
+packages:
+  - package: calogica/dbt_expectations
+    version: 0.10.4
+  - package: dbt-labs/dbt_utils
+    version: 1.3.0
+  - package: calogica/dbt_date
+    version: 0.10.1
+sha1_hash: 29571f46f50e6393ca399c3db7361c22657f2d6b
diff --git a/dbt/packages.yml b/dbt/packages.yml
new file mode 100644
index 000000000..c6498b66b
--- /dev/null
+++ b/dbt/packages.yml
@@ -0,0 +1,5 @@
+packages:
+  - package: calogica/dbt_expectations
+    version: [">=0.10.0", "<0.11.0"]
+  - package: dbt-labs/dbt_utils
+    version: [">=1.3.0", "<1.4.0"]
diff --git a/dbt/profiles.yml b/dbt/profiles.yml
new file mode 100644
index 000000000..f9b5f0437
--- /dev/null
+++ b/dbt/profiles.yml
@@ -0,0 +1,17 @@
+pudl_dbt:
+  outputs:
+    # Define targets for nightly builds, and local ETL full/fast
+    # See models/schema.yml for further configuration
+    nightly:
+      type: duckdb
+      path: "{{ env_var('PUDL_OUTPUT') }}/pudl.duckdb"
+      filesystems:
+        - fs: s3
+    etl-full:
+      type: duckdb
+      path: "{{ env_var('PUDL_OUTPUT') }}/pudl.duckdb"
+    etl-fast:
+      type: duckdb
+      path: "{{ env_var('PUDL_OUTPUT') }}/pudl.duckdb"
+
+  target: nightly
diff --git a/environments/conda-linux-64.lock.yml b/environments/conda-linux-64.lock.yml
index 4819f1f74..bb897c90e 100644
--- a/environments/conda-linux-64.lock.yml
+++ b/environments/conda-linux-64.lock.yml
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: f389729ff984d83a911b4da6146abe76273f04efea7ac6ca153c51aa55500ff9
+# input_hash: 6b839ed1d07570aec20604a73d619cef9e942a587b535590835450fe9d06db92
 
 channels:
   - conda-forge
@@ -8,12 +8,15 @@ dependencies:
   - _libgcc_mutex=0.1=conda_forge
   - _openmp_mutex=4.5=2_gnu
   - addfips=0.4.2=pyhd8ed1ab_1
+  - agate=1.9.1=pyh707e725_1
+  - aiobotocore=2.18.0=pyhd8ed1ab_0
   - aiofiles=24.1.0=pyhd8ed1ab_1
   - aiohappyeyeballs=2.4.4=pyhd8ed1ab_1
   - aiohttp=3.11.11=py312h178313f_0
+  - aioitertools=0.12.0=pyhd8ed1ab_1
   - aiosignal=1.3.2=pyhd8ed1ab_0
   - alabaster=1.0.0=pyhd8ed1ab_1
-  - alembic=1.14.1=pyhd8ed1ab_0
+  - alembic=1.14.0=pyhd8ed1ab_1
   - altair=5.5.0=pyhd8ed1ab_1
   - annotated-types=0.7.0=pyhd8ed1ab_1
   - antlr-python-runtime=4.13.2=pyhd8ed1ab_1
@@ -59,8 +62,8 @@ dependencies:
   - bleach-with-css=6.2.0=hd8ed1ab_3
   - blinker=1.9.0=pyhff2d567_0
   - blosc=1.21.6=he440d0b_1
-  - boto3=1.36.2=pyhd8ed1ab_0
-  - botocore=1.36.2=pyge310_1234567_0
+  - boto3=1.36.1=pyhd8ed1ab_0
+  - botocore=1.36.1=pyge310_1234567_0
   - bottleneck=1.4.2=py312hc0a28a1_0
   - branca=0.8.1=pyhd8ed1ab_0
   - brotli=1.1.0=hb9d3cd8_2
@@ -99,7 +102,9 @@ dependencies:
   - curl=8.11.1=h332b0f4_0
   - cycler=0.12.1=pyhd8ed1ab_1
   - cyrus-sasl=2.1.27=h54b06d7_7
+  - daff=1.3.46=pyhd8ed1ab_1
   - dagster=1.9.9=pyh56b92e0_12
+  - dagster-dbt=0.25.9=pyh29332c3_0
   - dagster-graphql=1.9.9=pyh56b92e0_0
   - dagster-pipes=1.9.9=pyh56b92e0_0
   - dagster-postgres=0.25.9=pyh29332c3_0
@@ -109,9 +114,16 @@ dependencies:
   - databricks-sdk=0.40.0=pyhd8ed1ab_0
   - datasette=0.65.1=pyhd8ed1ab_0
   - dav1d=1.2.1=hd590300_0
+  - dbt-adapters=1.13.1=pyhd8ed1ab_0
+  - dbt-common=1.14.0=pyhd8ed1ab_0
+  - dbt-core=1.9.1=pyhd8ed1ab_0
+  - dbt-duckdb=1.9.0=pyhd8ed1ab_0
+  - dbt-extractor=0.5.1=py312h12e396e_2
+  - dbt-semantic-interfaces=0.7.4=pyhf696b4e_0
   - dbus=1.13.6=h5008d03_3
   - debugpy=1.8.12=py312h2ec8cdc_0
   - decorator=5.1.1=pyhd8ed1ab_1
+  - deepdiff=7.0.1=pyhd8ed1ab_0
   - defusedxml=0.7.1=pyhd8ed1ab_0
   - deprecated=1.2.15=pyhd8ed1ab_1
   - distlib=0.3.9=pyhd8ed1ab_1
@@ -149,6 +161,7 @@ dependencies:
   - frozenlist=1.5.0=py312h66e93f0_0
   - fsspec=2024.12.0=pyhd8ed1ab_0
   - furo=2024.8.6=pyhd8ed1ab_2
+  - future=1.0.0=pyhd8ed1ab_1
   - gcsfs=2024.12.0=pyhd8ed1ab_0
   - gdal=3.10.1=py312hc55c449_1
   - gdk-pixbuf=2.42.12=hb9ae30d_0
@@ -202,13 +215,13 @@ dependencies:
   - identify=2.6.5=pyhd8ed1ab_0
   - idna=3.10=pyhd8ed1ab_1
   - imagesize=1.4.1=pyhd8ed1ab_0
-  - importlib-metadata=8.5.0=pyha770c72_1
+  - importlib-metadata=6.10.0=pyha770c72_0
   - importlib_resources=6.5.2=pyhd8ed1ab_0
   - iniconfig=2.0.0=pyhd8ed1ab_1
   - ipykernel=6.29.5=pyh3099207_0
   - ipython=8.31.0=pyh707e725_0
   - ipywidgets=8.1.5=pyhd8ed1ab_1
-  - isodate=0.7.2=pyhd8ed1ab_1
+  - isodate=0.6.1=pyhd8ed1ab_0
   - isoduration=20.11.0=pyhd8ed1ab_1
   - itsdangerous=2.2.0=pyhd8ed1ab_1
   - janus=2.0.0=pyhd8ed1ab_0
@@ -248,6 +261,7 @@ dependencies:
   - latexcodec=2.0.1=pyh9f0ad1d_0
   - lcms2=2.16=hb7c19ff_0
   - ld_impl_linux-64=2.43=h712a8e2_2
+  - leather=0.4.0=pyhd8ed1ab_0
   - lerc=4.0.0=h27087fc_0
   - libabseil=20240722.0=cxx17_hbbce691_4
   - libarchive=3.7.7=h4585015_3
@@ -328,6 +342,7 @@ dependencies:
   - markdown-it-py=3.0.0=pyhd8ed1ab_1
   - marko=2.1.2=pyhd8ed1ab_1
   - markupsafe=3.0.2=py312h178313f_1
+  - mashumaro=3.14=pyhd8ed1ab_0
   - matplotlib-base=3.10.0=py312hd3ec401_0
   - matplotlib-inline=0.1.7=pyhd8ed1ab_1
   - mdurl=0.1.2=pyhd8ed1ab_1
@@ -368,6 +383,8 @@ dependencies:
   - opentelemetry-sdk=1.29.0=pyhd8ed1ab_0
   - opentelemetry-semantic-conventions=0.50b0=pyh3cfb1c2_0
   - orc=2.0.3=h12ee42a_2
+  - ordered-set=4.1.0=pyhd8ed1ab_1
+  - orjson=3.10.15=py312h12e396e_0
   - overrides=7.7.0=pyhd8ed1ab_1
   - packaging=24.2=pyhd8ed1ab_2
   - pandas=2.2.3=py312hf9745cd_1
@@ -376,9 +393,11 @@ dependencies:
   - pandocfilters=1.5.0=pyhd8ed1ab_0
   - pango=1.56.0=h861ebed_0
   - paramiko=3.5.0=pyhd8ed1ab_1
+  - parsedatetime=2.4=py_1
   - parso=0.8.4=pyhd8ed1ab_1
   - partd=1.4.2=pyhd8ed1ab_0
   - pastel=0.2.1=pyhd8ed1ab_0
+  - pathspec=0.12.1=pyhd8ed1ab_1
   - pbr=6.1.0=pyhd8ed1ab_1
   - pcre2=10.44=hba22ea6_2
   - petl=1.7.15=pyhd8ed1ab_0
@@ -420,6 +439,7 @@ dependencies:
   - pygls=1.3.1=pyhd8ed1ab_1
   - pygments=2.19.1=pyhd8ed1ab_0
   - pygraphviz=1.14=py312h011e53f_0
+  - pyicu=2.14=py312hdab4cef_0
   - pyjwt=2.10.1=pyhd8ed1ab_0
   - pylev=1.4.0=pyhd8ed1ab_0
   - pynacl=1.5.0=py312h66e93f0_4
@@ -446,6 +466,7 @@ dependencies:
   - python-slugify=8.0.4=pyhd8ed1ab_1
   - python-tzdata=2024.2=pyhd8ed1ab_1
   - python_abi=3.12=5_cp312
+  - pytimeparse=1.1.8=py_0
   - pytz=2024.1=pyhd8ed1ab_0
   - pyu2f=0.1.5=pyhd8ed1ab_1
   - pywin32-on-windows=0.1.0=pyh1179c8e_3
@@ -475,6 +496,7 @@ dependencies:
   - ruff=0.9.1=py312h2156523_0
   - ruff-lsp=0.0.60=pyhd8ed1ab_0
   - s2n=1.5.11=h072c03f_0
+  - s3fs=2024.12.0=pyhd8ed1ab_0
   - s3transfer=0.11.1=pyhd8ed1ab_0
   - scikit-learn=1.6.1=py312h7a48858_0
   - scipy=1.15.1=py312h180e4f1_0
@@ -489,6 +511,7 @@ dependencies:
   - snappy=1.2.1=h8bd8927_1
   - sniffio=1.3.1=pyhd8ed1ab_1
   - snowballstemmer=2.2.0=pyhd8ed1ab_0
+  - snowplow-tracker=1.0.4=pyhd8ed1ab_0
   - sortedcontainers=2.4.0=pyhd8ed1ab_0
   - soupsieve=2.5=pyhd8ed1ab_1
   - sphinx=8.1.3=pyhd8ed1ab_1
@@ -507,6 +530,8 @@ dependencies:
   - splink=4.0.6=pyhd8ed1ab_0
   - sqlalchemy=2.0.37=py312h66e93f0_0
   - sqlglot=26.0.1=pyhd8ed1ab_0
+  - sqlglot-rs=26.0.1=hd8ed1ab_0
+  - sqlglotrs=0.3.0=py312h12e396e_0
   - sqlite=3.48.0=h9eae976_0
   - sqlparse=0.5.3=pyhd8ed1ab_0
   - stack_data=0.6.3=pyhd8ed1ab_1
@@ -538,6 +563,8 @@ dependencies:
   - typer-slim-standard=0.15.1=hd8ed1ab_0
   - types-python-dateutil=2.9.0.20241206=pyhd8ed1ab_0
   - types-pyyaml=6.0.12.20241230=pyhd8ed1ab_0
+  - types-requests=2.31.0.6=pyhd8ed1ab_0
+  - types-urllib3=1.26.25.14=pyhd8ed1ab_1
   - typing-extensions=4.12.2=hd8ed1ab_1
   - typing_extensions=4.12.2=pyha770c72_1
   - typing_inspect=0.9.0=pyhd8ed1ab_1
diff --git a/environments/conda-lock.yml b/environments/conda-lock.yml
index 50e438970..b50eb83b5 100644
--- a/environments/conda-lock.yml
+++ b/environments/conda-lock.yml
@@ -15,9 +15,9 @@
 version: 1
 metadata:
   content_hash:
-    linux-64: f389729ff984d83a911b4da6146abe76273f04efea7ac6ca153c51aa55500ff9
-    osx-64: bed0db5d7382563120fa2dcaf2e6ff28bc05cb2375decf695693321f67f8529e
-    osx-arm64: 6753dd40a718353b16982a4232a185eec37bd55c0267668f043a65311cf22d97
+    linux-64: 6b839ed1d07570aec20604a73d619cef9e942a587b535590835450fe9d06db92
+    osx-64: c3cf71d1cced706784cbe75e151787e89b1c331cb82dd65ebdbd542636e98901
+    osx-arm64: dc80b2ea52b86787c8ac82dda5d296db5ac5b5848c84a06ef1df54f61674a71f
   channels:
     - url: conda-forge
       used_env_vars: []
@@ -91,6 +91,132 @@ package:
       sha256: f18e57e83c187632880fe1d95dbeb035dae175d0f8df632b0f971685197d96b2
     category: main
     optional: false
+  - name: agate
+    version: 1.9.1
+    manager: conda
+    platform: linux-64
+    dependencies:
+      __unix: ""
+      babel: ">=2.0"
+      future: ""
+      isodate: ">=0.5.4"
+      leather: ">=0.3.2"
+      parsedatetime: "!=2.5,!=2.6,>=2.1"
+      pyicu: ""
+      python: ">=3.8"
+      python-slugify: ">=1.2.1"
+      pytimeparse: ">=1.1.5"
+      six: ">=1.9.0"
+    url: https://conda.anaconda.org/conda-forge/noarch/agate-1.9.1-pyh707e725_1.conda
+    hash:
+      md5: 653cd4e10695afac6b561c50a7eafa20
+      sha256: dac8242c1cbfb004e24fb2acb32edfcb52ea7ee73bd761e0cde01b6164ca534f
+    category: main
+    optional: false
+  - name: agate
+    version: 1.9.1
+    manager: conda
+    platform: osx-64
+    dependencies:
+      __unix: ""
+      future: ""
+      pyicu: ""
+      python: ">=3.8"
+      six: ">=1.9.0"
+      isodate: ">=0.5.4"
+      babel: ">=2.0"
+      leather: ">=0.3.2"
+      python-slugify: ">=1.2.1"
+      pytimeparse: ">=1.1.5"
+      parsedatetime: "!=2.5,!=2.6,>=2.1"
+    url: https://conda.anaconda.org/conda-forge/noarch/agate-1.9.1-pyh707e725_1.conda
+    hash:
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+      sha256: dac8242c1cbfb004e24fb2acb32edfcb52ea7ee73bd761e0cde01b6164ca534f
+    category: main
+    optional: false
+  - name: agate
+    version: 1.9.1
+    manager: conda
+    platform: osx-arm64
+    dependencies:
+      __unix: ""
+      future: ""
+      pyicu: ""
+      python: ">=3.8"
+      six: ">=1.9.0"
+      isodate: ">=0.5.4"
+      babel: ">=2.0"
+      leather: ">=0.3.2"
+      python-slugify: ">=1.2.1"
+      pytimeparse: ">=1.1.5"
+      parsedatetime: "!=2.5,!=2.6,>=2.1"
+    url: https://conda.anaconda.org/conda-forge/noarch/agate-1.9.1-pyh707e725_1.conda
+    hash:
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+      sha256: dac8242c1cbfb004e24fb2acb32edfcb52ea7ee73bd761e0cde01b6164ca534f
+    category: main
+    optional: false
+  - name: aiobotocore
+    version: 2.18.0
+    manager: conda
+    platform: linux-64
+    dependencies:
+      aiohttp: ">=3.9.2,<4.0.0"
+      aioitertools: ">=0.5.1,<1.0.0"
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+      jmespath: ">=0.7.1,<2.0.0"
+      multidict: ">=6.0.0,<7.0.0"
+      python: ">=3.9"
+      python-dateutil: ">=2.1,<3.0.0"
+      urllib3: ">=1.25.4,<1.27"
+      wrapt: ">=1.10.10,<2.0.0"
+    url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.18.0-pyhd8ed1ab_0.conda
+    hash:
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+      sha256: a0a0f1cfcbddc84959173ca28e6a14ac664b2f5b36e345e721e0428a3dbadbe3
+    category: main
+    optional: false
+  - name: aiobotocore
+    version: 2.18.0
+    manager: conda
+    platform: osx-64
+    dependencies:
+      python: ">=3.9"
+      python-dateutil: ">=2.1,<3.0.0"
+      jmespath: ">=0.7.1,<2.0.0"
+      urllib3: ">=1.25.4,<1.27"
+      wrapt: ">=1.10.10,<2.0.0"
+      aioitertools: ">=0.5.1,<1.0.0"
+      aiohttp: ">=3.9.2,<4.0.0"
+      botocore: ">=1.36.0,<1.36.2"
+      multidict: ">=6.0.0,<7.0.0"
+    url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.18.0-pyhd8ed1ab_0.conda
+    hash:
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+      sha256: a0a0f1cfcbddc84959173ca28e6a14ac664b2f5b36e345e721e0428a3dbadbe3
+    category: main
+    optional: false
+  - name: aiobotocore
+    version: 2.18.0
+    manager: conda
+    platform: osx-arm64
+    dependencies:
+      python: ">=3.9"
+      python-dateutil: ">=2.1,<3.0.0"
+      jmespath: ">=0.7.1,<2.0.0"
+      urllib3: ">=1.25.4,<1.27"
+      wrapt: ">=1.10.10,<2.0.0"
+      aioitertools: ">=0.5.1,<1.0.0"
+      aiohttp: ">=3.9.2,<4.0.0"
+      botocore: ">=1.36.0,<1.36.2"
+      multidict: ">=6.0.0,<7.0.0"
+    url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.18.0-pyhd8ed1ab_0.conda
+    hash:
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+      sha256: a0a0f1cfcbddc84959173ca28e6a14ac664b2f5b36e345e721e0428a3dbadbe3
+    category: main
+    optional: false
   - name: aiofiles
     version: 24.1.0
     manager: conda
@@ -227,6 +353,45 @@ package:
       sha256: 446f078e7a7b892894d7f4851a278b7834ffb4f5632313646a55c3abe13690d4
     category: main
     optional: false
+  - name: aioitertools
+    version: 0.12.0
+    manager: conda
+    platform: linux-64
+    dependencies:
+      python: ">=3.9"
+      typing_extensions: ">=4.0"
+    url: https://conda.anaconda.org/conda-forge/noarch/aioitertools-0.12.0-pyhd8ed1ab_1.conda
+    hash:
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+      sha256: 7d56e547a819a03c058dd8793ca9df6ff9825812da52c214192edb61a7de1c95
+    category: main
+    optional: false
+  - name: aioitertools
+    version: 0.12.0
+    manager: conda
+    platform: osx-64
+    dependencies:
+      python: ">=3.9"
+      typing_extensions: ">=4.0"
+    url: https://conda.anaconda.org/conda-forge/noarch/aioitertools-0.12.0-pyhd8ed1ab_1.conda
+    hash:
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+      sha256: 7d56e547a819a03c058dd8793ca9df6ff9825812da52c214192edb61a7de1c95
+    category: main
+    optional: false
+  - name: aioitertools
+    version: 0.12.0
+    manager: conda
+    platform: osx-arm64
+    dependencies:
+      python: ">=3.9"
+      typing_extensions: ">=4.0"
+    url: https://conda.anaconda.org/conda-forge/noarch/aioitertools-0.12.0-pyhd8ed1ab_1.conda
+    hash:
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+      sha256: 7d56e547a819a03c058dd8793ca9df6ff9825812da52c214192edb61a7de1c95
+    category: main
+    optional: false
   - name: aiosignal
     version: 1.3.2
     manager: conda
@@ -303,48 +468,54 @@ package:
     category: main
     optional: false
   - name: alembic
-    version: 1.14.1
+    version: 1.14.0
     manager: conda
     platform: linux-64
     dependencies:
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+      importlib_resources: ""
       mako: ""
       python: ">=3.9"
       sqlalchemy: ">=1.3.0"
       typing_extensions: ">=4"
-    url: https://conda.anaconda.org/conda-forge/noarch/alembic-1.14.1-pyhd8ed1ab_0.conda
+    url: https://conda.anaconda.org/conda-forge/noarch/alembic-1.14.0-pyhd8ed1ab_1.conda
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     category: main
     optional: false
   - name: alembic
-    version: 1.14.1
+    version: 1.14.0
     manager: conda
     platform: osx-64
     dependencies:
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+      importlib_resources: ""
       mako: ""
       python: ">=3.9"
       typing_extensions: ">=4"
       sqlalchemy: ">=1.3.0"
-    url: https://conda.anaconda.org/conda-forge/noarch/alembic-1.14.1-pyhd8ed1ab_0.conda
+    url: https://conda.anaconda.org/conda-forge/noarch/alembic-1.14.0-pyhd8ed1ab_1.conda
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     category: main
     optional: false
   - name: alembic
-    version: 1.14.1
+    version: 1.14.0
     manager: conda
     platform: osx-arm64
     dependencies:
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+      importlib_resources: ""
       mako: ""
       python: ">=3.9"
       typing_extensions: ">=4"
       sqlalchemy: ">=1.3.0"
-    url: https://conda.anaconda.org/conda-forge/noarch/alembic-1.14.1-pyhd8ed1ab_0.conda
+    url: https://conda.anaconda.org/conda-forge/noarch/alembic-1.14.0-pyhd8ed1ab_1.conda
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     category: main
     optional: false
   - name: altair
@@ -2353,52 +2524,52 @@ package:
     category: main
     optional: false
   - name: boto3
-    version: 1.36.2
+    version: 1.36.1
     manager: conda
     platform: linux-64
     dependencies:
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       python: ">=3.9"
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-    url: https://conda.anaconda.org/conda-forge/noarch/boto3-1.36.2-pyhd8ed1ab_0.conda
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-    url: https://conda.anaconda.org/conda-forge/noarch/boto3-1.36.2-pyhd8ed1ab_0.conda
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     category: main
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-    url: https://conda.anaconda.org/conda-forge/noarch/boto3-1.36.2-pyhd8ed1ab_0.conda
+      botocore: ">=1.36.1,<1.37.0"
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-    url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.36.2-pyge310_1234567_0.conda
+    url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.36.1-pyge310_1234567_0.conda
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     optional: false
   - name: botocore
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-    url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.36.2-pyge310_1234567_0.conda
+    url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.36.1-pyge310_1234567_0.conda
     hash:
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     optional: false
   - name: botocore
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     dependencies:
@@ -2436,10 +2607,10 @@ package:
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-    url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.36.2-pyge310_1234567_0.conda
+    url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.36.1-pyge310_1234567_0.conda
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     category: main
     optional: false
+  - name: daff
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+    manager: conda
+    platform: linux-64
+    dependencies:
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+    url: https://conda.anaconda.org/conda-forge/noarch/daff-1.3.46-pyhd8ed1ab_1.conda
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+    manager: conda
+    platform: osx-64
+    dependencies:
+      python: ">=3.9"
+    url: https://conda.anaconda.org/conda-forge/noarch/daff-1.3.46-pyhd8ed1ab_1.conda
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+    manager: conda
+    platform: osx-arm64
+    dependencies:
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+    url: https://conda.anaconda.org/conda-forge/noarch/daff-1.3.46-pyhd8ed1ab_1.conda
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+    optional: false
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     version: 1.9.9
     manager: conda
@@ -4240,6 +4447,72 @@ package:
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     category: main
     optional: false
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+    manager: conda
+    platform: linux-64
+    dependencies:
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+      dbt-core: ">=1.7,<1.10"
+      python: ""
+      jinja2: ""
+      networkx: ""
+      orjson: ""
+      packaging: ""
+      requests: ""
+      rich: ""
+      sqlglot-rs: ""
+      typer: ">=0.9.0"
+    url: https://conda.anaconda.org/conda-forge/noarch/dagster-dbt-0.25.9-pyh29332c3_0.conda
+    hash:
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+      sha256: 2afd845e1f64a66957c3892ed0f726a47039e3f315d93ebc55aef60620b84afb
+    category: main
+    optional: false
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+    manager: conda
+    platform: osx-64
+    dependencies:
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+      sqlglot-rs: ""
+      typer: ">=0.9.0"
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+    url: https://conda.anaconda.org/conda-forge/noarch/dagster-dbt-0.25.9-pyh29332c3_0.conda
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+    version: 1.1.8
+    manager: conda
+    platform: osx-arm64
+    dependencies:
+      python: ""
+    url: https://conda.anaconda.org/conda-forge/noarch/pytimeparse-1.1.8-py_0.tar.bz2
+    hash:
+      md5: edde7e7260599f9860002187486b3e01
+      sha256: 313cbde8ded706790d4fb8ea114ba1d706ff5be0780f63c01de81f569e593a03
+    category: main
+    optional: false
   - name: pytz
     version: "2024.1"
     manager: conda
@@ -20713,6 +21763,51 @@ package:
       sha256: cfdd98c8f9a1e5b6f9abce5dac6d590cc9fe541a08466c9e4a26f90e00b569e3
     category: main
     optional: false
+  - name: s3fs
+    version: 2024.12.0
+    manager: conda
+    platform: linux-64
+    dependencies:
+      aiobotocore: ">=2.5.4,<3.0.0"
+      aiohttp: ""
+      fsspec: 2024.12.0
+      python: ">=3.9"
+    url: https://conda.anaconda.org/conda-forge/noarch/s3fs-2024.12.0-pyhd8ed1ab_0.conda
+    hash:
+      md5: d91e140ebbb494372695d7b5ac829c09
+      sha256: e231ad3a9172af66c3ff984e7dd06e9fde4c898f2930f2c8043e5d7b641485a2
+    category: main
+    optional: false
+  - name: s3fs
+    version: 2024.12.0
+    manager: conda
+    platform: osx-64
+    dependencies:
+      aiohttp: ""
+      python: ">=3.9"
+      aiobotocore: ">=2.5.4,<3.0.0"
+      fsspec: 2024.12.0
+    url: https://conda.anaconda.org/conda-forge/noarch/s3fs-2024.12.0-pyhd8ed1ab_0.conda
+    hash:
+      md5: d91e140ebbb494372695d7b5ac829c09
+      sha256: e231ad3a9172af66c3ff984e7dd06e9fde4c898f2930f2c8043e5d7b641485a2
+    category: main
+    optional: false
+  - name: s3fs
+    version: 2024.12.0
+    manager: conda
+    platform: osx-arm64
+    dependencies:
+      aiohttp: ""
+      python: ">=3.9"
+      aiobotocore: ">=2.5.4,<3.0.0"
+      fsspec: 2024.12.0
+    url: https://conda.anaconda.org/conda-forge/noarch/s3fs-2024.12.0-pyhd8ed1ab_0.conda
+    hash:
+      md5: d91e140ebbb494372695d7b5ac829c09
+      sha256: e231ad3a9172af66c3ff984e7dd06e9fde4c898f2930f2c8043e5d7b641485a2
+    category: main
+    optional: false
   - name: s3transfer
     version: 0.11.1
     manager: conda
@@ -21275,6 +22370,51 @@ package:
       sha256: a0fd916633252d99efb6223b1050202841fa8d2d53dacca564b0ed77249d3228
     category: main
     optional: false
+  - name: snowplow-tracker
+    version: 1.0.4
+    manager: conda
+    platform: linux-64
+    dependencies:
+      python: ">=3.9"
+      requests: ">=2.25.1,<3.0"
+      types-requests: ">=2.25.1,<3.0"
+      typing_extensions: ">=3.7.4"
+    url: https://conda.anaconda.org/conda-forge/noarch/snowplow-tracker-1.0.4-pyhd8ed1ab_0.conda
+    hash:
+      md5: ebbffaea874df8107f1fd5f6d9061eef
+      sha256: 15ab475a40b4201406dde3c021e87a448050c052b3ed455b24025d85df8a1a21
+    category: main
+    optional: false
+  - name: snowplow-tracker
+    version: 1.0.4
+    manager: conda
+    platform: osx-64
+    dependencies:
+      python: ">=3.9"
+      typing_extensions: ">=3.7.4"
+      requests: ">=2.25.1,<3.0"
+      types-requests: ">=2.25.1,<3.0"
+    url: https://conda.anaconda.org/conda-forge/noarch/snowplow-tracker-1.0.4-pyhd8ed1ab_0.conda
+    hash:
+      md5: ebbffaea874df8107f1fd5f6d9061eef
+      sha256: 15ab475a40b4201406dde3c021e87a448050c052b3ed455b24025d85df8a1a21
+    category: main
+    optional: false
+  - name: snowplow-tracker
+    version: 1.0.4
+    manager: conda
+    platform: osx-arm64
+    dependencies:
+      python: ">=3.9"
+      typing_extensions: ">=3.7.4"
+      requests: ">=2.25.1,<3.0"
+      types-requests: ">=2.25.1,<3.0"
+    url: https://conda.anaconda.org/conda-forge/noarch/snowplow-tracker-1.0.4-pyhd8ed1ab_0.conda
+    hash:
+      md5: ebbffaea874df8107f1fd5f6d9061eef
+      sha256: 15ab475a40b4201406dde3c021e87a448050c052b3ed455b24025d85df8a1a21
+    category: main
+    optional: false
   - name: sortedcontainers
     version: 2.4.0
     manager: conda
@@ -22062,6 +23202,88 @@ package:
       sha256: 0e00ea67f2fd452700e19baa413afeab5632f214bb8b1c2b3a3f301a1baedaef
     category: main
     optional: false
+  - name: sqlglot-rs
+    version: 26.0.1
+    manager: conda
+    platform: linux-64
+    dependencies:
+      sqlglot: 26.0.1
+      sqlglotrs: ""
+    url: https://conda.anaconda.org/conda-forge/noarch/sqlglot-rs-26.0.1-hd8ed1ab_0.conda
+    hash:
+      md5: ac4314a389d920ec4164bcbe71447353
+      sha256: 01dcc73f66fa4541fcddd6a93edfe9e256435ad5980f05041917c42adc5f499a
+    category: main
+    optional: false
+  - name: sqlglot-rs
+    version: 26.0.1
+    manager: conda
+    platform: osx-64
+    dependencies:
+      sqlglotrs: ""
+      sqlglot: 26.0.1
+    url: https://conda.anaconda.org/conda-forge/noarch/sqlglot-rs-26.0.1-hd8ed1ab_0.conda
+    hash:
+      md5: ac4314a389d920ec4164bcbe71447353
+      sha256: 01dcc73f66fa4541fcddd6a93edfe9e256435ad5980f05041917c42adc5f499a
+    category: main
+    optional: false
+  - name: sqlglot-rs
+    version: 26.0.1
+    manager: conda
+    platform: osx-arm64
+    dependencies:
+      sqlglotrs: ""
+      sqlglot: 26.0.1
+    url: https://conda.anaconda.org/conda-forge/noarch/sqlglot-rs-26.0.1-hd8ed1ab_0.conda
+    hash:
+      md5: ac4314a389d920ec4164bcbe71447353
+      sha256: 01dcc73f66fa4541fcddd6a93edfe9e256435ad5980f05041917c42adc5f499a
+    category: main
+    optional: false
+  - name: sqlglotrs
+    version: 0.3.0
+    manager: conda
+    platform: linux-64
+    dependencies:
+      __glibc: ">=2.17,<3.0.a0"
+      libgcc: ">=13"
+      python: ">=3.12,<3.13.0a0"
+      python_abi: 3.12.*
+    url: https://conda.anaconda.org/conda-forge/linux-64/sqlglotrs-0.3.0-py312h12e396e_0.conda
+    hash:
+      md5: 886801a632b3ffadb19c11ede4816613
+      sha256: 304b07254281f060a8375e68a120078f771773fccbed34fa04df7d8b79b94bb9
+    category: main
+    optional: false
+  - name: sqlglotrs
+    version: 0.3.0
+    manager: conda
+    platform: osx-64
+    dependencies:
+      __osx: ">=10.13"
+      python: ">=3.12,<3.13.0a0"
+      python_abi: 3.12.*
+    url: https://conda.anaconda.org/conda-forge/osx-64/sqlglotrs-0.3.0-py312h0d0de52_0.conda
+    hash:
+      md5: 420d2287c6ff16b09967474974361b72
+      sha256: 46908359382e939d8699073ee23cb3be76cb83b84771619040b13d6677af230a
+    category: main
+    optional: false
+  - name: sqlglotrs
+    version: 0.3.0
+    manager: conda
+    platform: osx-arm64
+    dependencies:
+      __osx: ">=11.0"
+      python: ">=3.12,<3.13.0a0"
+      python_abi: 3.12.*
+    url: https://conda.anaconda.org/conda-forge/osx-arm64/sqlglotrs-0.3.0-py312hcd83bfe_0.conda
+    hash:
+      md5: b12edf04dd9b282003288c06ca3fdd96
+      sha256: 490a43b52d16bfc6186ab994d489c45198561cfcce2f58320f42f5212bbb71aa
+    category: main
+    optional: false
   - name: sqlite
     version: 3.48.0
     manager: conda
@@ -23276,6 +24498,81 @@ package:
       sha256: 523022421f5b4a6695ab65f0cf038ea27a5705d83d06abeb9bd910a02fdbf0c6
     category: main
     optional: false
+  - name: types-requests
+    version: 2.31.0.6
+    manager: conda
+    platform: linux-64
+    dependencies:
+      python: ">=3.6"
+      types-urllib3: <1.27
+    url: https://conda.anaconda.org/conda-forge/noarch/types-requests-2.31.0.6-pyhd8ed1ab_0.conda
+    hash:
+      md5: 69d8b100b4a9e557e33c06b0d3ba4772
+      sha256: 2ec1bfb9ffbcdd880f60139d46df88e60cd8d0a404f4e0e498500671b34c1d5b
+    category: main
+    optional: false
+  - name: types-requests
+    version: 2.31.0.6
+    manager: conda
+    platform: osx-64
+    dependencies:
+      python: ">=3.6"
+      types-urllib3: <1.27
+    url: https://conda.anaconda.org/conda-forge/noarch/types-requests-2.31.0.6-pyhd8ed1ab_0.conda
+    hash:
+      md5: 69d8b100b4a9e557e33c06b0d3ba4772
+      sha256: 2ec1bfb9ffbcdd880f60139d46df88e60cd8d0a404f4e0e498500671b34c1d5b
+    category: main
+    optional: false
+  - name: types-requests
+    version: 2.31.0.6
+    manager: conda
+    platform: osx-arm64
+    dependencies:
+      python: ">=3.6"
+      types-urllib3: <1.27
+    url: https://conda.anaconda.org/conda-forge/noarch/types-requests-2.31.0.6-pyhd8ed1ab_0.conda
+    hash:
+      md5: 69d8b100b4a9e557e33c06b0d3ba4772
+      sha256: 2ec1bfb9ffbcdd880f60139d46df88e60cd8d0a404f4e0e498500671b34c1d5b
+    category: main
+    optional: false
+  - name: types-urllib3
+    version: 1.26.25.14
+    manager: conda
+    platform: linux-64
+    dependencies:
+      python: ">=3.9"
+    url: https://conda.anaconda.org/conda-forge/noarch/types-urllib3-1.26.25.14-pyhd8ed1ab_1.conda
+    hash:
+      md5: 71064752383d8b42a1e1208064fe5960
+      sha256: e6378ff2de225a0f0f9b1bc884c3f05193a28d6ab13ca5ea20ce6a2fa5e0cff9
+    category: main
+    optional: false
+  - name: types-urllib3
+    version: 1.26.25.14
+    manager: conda
+    platform: osx-64
+    dependencies:
+      python: ">=3.9"
+    url: https://conda.anaconda.org/conda-forge/noarch/types-urllib3-1.26.25.14-pyhd8ed1ab_1.conda
+    hash:
+      md5: 71064752383d8b42a1e1208064fe5960
+      sha256: e6378ff2de225a0f0f9b1bc884c3f05193a28d6ab13ca5ea20ce6a2fa5e0cff9
+    category: main
+    optional: false
+  - name: types-urllib3
+    version: 1.26.25.14
+    manager: conda
+    platform: osx-arm64
+    dependencies:
+      python: ">=3.9"
+    url: https://conda.anaconda.org/conda-forge/noarch/types-urllib3-1.26.25.14-pyhd8ed1ab_1.conda
+    hash:
+      md5: 71064752383d8b42a1e1208064fe5960
+      sha256: e6378ff2de225a0f0f9b1bc884c3f05193a28d6ab13ca5ea20ce6a2fa5e0cff9
+    category: main
+    optional: false
   - name: typing-extensions
     version: 4.12.2
     manager: conda
diff --git a/environments/conda-osx-64.lock.yml b/environments/conda-osx-64.lock.yml
index 09b0eeb79..573ca03c9 100644
--- a/environments/conda-osx-64.lock.yml
+++ b/environments/conda-osx-64.lock.yml
@@ -1,17 +1,20 @@
 # Generated by conda-lock.
 # platform: osx-64
-# input_hash: bed0db5d7382563120fa2dcaf2e6ff28bc05cb2375decf695693321f67f8529e
+# input_hash: c3cf71d1cced706784cbe75e151787e89b1c331cb82dd65ebdbd542636e98901
 
 channels:
   - conda-forge
 dependencies:
   - addfips=0.4.2=pyhd8ed1ab_1
+  - agate=1.9.1=pyh707e725_1
+  - aiobotocore=2.18.0=pyhd8ed1ab_0
   - aiofiles=24.1.0=pyhd8ed1ab_1
   - aiohappyeyeballs=2.4.4=pyhd8ed1ab_1
   - aiohttp=3.11.11=py312h3520af0_0
+  - aioitertools=0.12.0=pyhd8ed1ab_1
   - aiosignal=1.3.2=pyhd8ed1ab_0
   - alabaster=1.0.0=pyhd8ed1ab_1
-  - alembic=1.14.1=pyhd8ed1ab_0
+  - alembic=1.14.0=pyhd8ed1ab_1
   - altair=5.5.0=pyhd8ed1ab_1
   - annotated-types=0.7.0=pyhd8ed1ab_1
   - antlr-python-runtime=4.13.2=pyhd8ed1ab_1
@@ -58,8 +61,8 @@ dependencies:
   - bleach-with-css=6.2.0=hd8ed1ab_3
   - blinker=1.9.0=pyhff2d567_0
   - blosc=1.21.6=hd145fbb_1
-  - boto3=1.36.2=pyhd8ed1ab_0
-  - botocore=1.36.2=pyge310_1234567_0
+  - boto3=1.36.1=pyhd8ed1ab_0
+  - botocore=1.36.1=pyge310_1234567_0
   - bottleneck=1.4.2=py312h59f7578_0
   - branca=0.8.1=pyhd8ed1ab_0
   - brotli=1.1.0=h00291cd_2
@@ -98,7 +101,9 @@ dependencies:
   - curl=8.11.1=h5dec5d8_0
   - cycler=0.12.1=pyhd8ed1ab_1
   - cyrus-sasl=2.1.27=hf9bab2b_7
+  - daff=1.3.46=pyhd8ed1ab_1
   - dagster=1.9.9=pyh56b92e0_12
+  - dagster-dbt=0.25.9=pyh29332c3_0
   - dagster-graphql=1.9.9=pyh56b92e0_0
   - dagster-pipes=1.9.9=pyh56b92e0_0
   - dagster-postgres=0.25.9=pyh29332c3_0
@@ -108,8 +113,15 @@ dependencies:
   - databricks-sdk=0.40.0=pyhd8ed1ab_0
   - datasette=0.65.1=pyhd8ed1ab_0
   - dav1d=1.2.1=h0dc2134_0
+  - dbt-adapters=1.13.1=pyhd8ed1ab_0
+  - dbt-common=1.14.0=pyhd8ed1ab_0
+  - dbt-core=1.9.1=pyhd8ed1ab_0
+  - dbt-duckdb=1.9.0=pyhd8ed1ab_0
+  - dbt-extractor=0.5.1=py312h669792a_2
+  - dbt-semantic-interfaces=0.7.4=pyhf696b4e_0
   - debugpy=1.8.12=py312haafddd8_0
   - decorator=5.1.1=pyhd8ed1ab_1
+  - deepdiff=7.0.1=pyhd8ed1ab_0
   - defusedxml=0.7.1=pyhd8ed1ab_0
   - deprecated=1.2.15=pyhd8ed1ab_1
   - distlib=0.3.9=pyhd8ed1ab_1
@@ -146,6 +158,7 @@ dependencies:
   - frozenlist=1.5.0=py312h3d0f464_0
   - fsspec=2024.12.0=pyhd8ed1ab_0
   - furo=2024.8.6=pyhd8ed1ab_2
+  - future=1.0.0=pyhd8ed1ab_1
   - gcsfs=2024.12.0=pyhd8ed1ab_0
   - gdal=3.10.1=py312hd828770_1
   - gdk-pixbuf=2.42.12=ha587570_0
@@ -199,13 +212,13 @@ dependencies:
   - identify=2.6.5=pyhd8ed1ab_0
   - idna=3.10=pyhd8ed1ab_1
   - imagesize=1.4.1=pyhd8ed1ab_0
-  - importlib-metadata=8.5.0=pyha770c72_1
+  - importlib-metadata=6.10.0=pyha770c72_0
   - importlib_resources=6.5.2=pyhd8ed1ab_0
   - iniconfig=2.0.0=pyhd8ed1ab_1
   - ipykernel=6.29.5=pyh57ce528_0
   - ipython=8.31.0=pyh707e725_0
   - ipywidgets=8.1.5=pyhd8ed1ab_1
-  - isodate=0.7.2=pyhd8ed1ab_1
+  - isodate=0.6.1=pyhd8ed1ab_0
   - isoduration=20.11.0=pyhd8ed1ab_1
   - itsdangerous=2.2.0=pyhd8ed1ab_1
   - janus=2.0.0=pyhd8ed1ab_0
@@ -242,6 +255,7 @@ dependencies:
   - krb5=1.21.3=h37d8d59_0
   - latexcodec=2.0.1=pyh9f0ad1d_0
   - lcms2=2.16=ha2f27b4_0
+  - leather=0.4.0=pyhd8ed1ab_0
   - lerc=4.0.0=hb486fe8_0
   - libabseil=20240722.0=cxx17_h0e468a2_4
   - libarchive=3.7.7=h1a33361_3
@@ -317,6 +331,7 @@ dependencies:
   - markdown-it-py=3.0.0=pyhd8ed1ab_1
   - marko=2.1.2=pyhd8ed1ab_1
   - markupsafe=3.0.2=py312h3520af0_1
+  - mashumaro=3.14=pyhd8ed1ab_0
   - matplotlib-base=3.10.0=py312h535dea3_0
   - matplotlib-inline=0.1.7=pyhd8ed1ab_1
   - mdurl=0.1.2=pyhd8ed1ab_1
@@ -356,6 +371,8 @@ dependencies:
   - opentelemetry-sdk=1.29.0=pyhd8ed1ab_0
   - opentelemetry-semantic-conventions=0.50b0=pyh3cfb1c2_0
   - orc=2.0.3=h85ea3fe_2
+  - ordered-set=4.1.0=pyhd8ed1ab_1
+  - orjson=3.10.15=py312h0d0de52_0
   - overrides=7.7.0=pyhd8ed1ab_1
   - packaging=24.2=pyhd8ed1ab_2
   - pandas=2.2.3=py312h98e817e_1
@@ -364,9 +381,11 @@ dependencies:
   - pandocfilters=1.5.0=pyhd8ed1ab_0
   - pango=1.56.0=hf94f63b_0
   - paramiko=3.5.0=pyhd8ed1ab_1
+  - parsedatetime=2.4=py_1
   - parso=0.8.4=pyhd8ed1ab_1
   - partd=1.4.2=pyhd8ed1ab_0
   - pastel=0.2.1=pyhd8ed1ab_0
+  - pathspec=0.12.1=pyhd8ed1ab_1
   - pbr=6.1.0=pyhd8ed1ab_1
   - pcre2=10.44=h7634a1b_2
   - petl=1.7.15=pyhd8ed1ab_0
@@ -408,6 +427,7 @@ dependencies:
   - pygls=1.3.1=pyhd8ed1ab_1
   - pygments=2.19.1=pyhd8ed1ab_0
   - pygraphviz=1.14=py312hc79309e_0
+  - pyicu=2.14=py312h19e56fc_0
   - pyjwt=2.10.1=pyhd8ed1ab_0
   - pylev=1.4.0=pyhd8ed1ab_0
   - pynacl=1.5.0=py312hb553811_4
@@ -436,6 +456,7 @@ dependencies:
   - python-slugify=8.0.4=pyhd8ed1ab_1
   - python-tzdata=2024.2=pyhd8ed1ab_1
   - python_abi=3.12=5_cp312
+  - pytimeparse=1.1.8=py_0
   - pytz=2024.1=pyhd8ed1ab_0
   - pyu2f=0.1.5=pyhd8ed1ab_1
   - pywin32-on-windows=0.1.0=pyh1179c8e_3
@@ -464,6 +485,7 @@ dependencies:
   - ruamel.yaml.clib=0.2.8=py312h3d0f464_1
   - ruff=0.9.1=py312h07459cc_0
   - ruff-lsp=0.0.60=pyhd8ed1ab_0
+  - s3fs=2024.12.0=pyhd8ed1ab_0
   - s3transfer=0.11.1=pyhd8ed1ab_0
   - scikit-learn=1.6.1=py312he1a5313_0
   - scipy=1.15.1=py312hb4e66ee_0
@@ -477,6 +499,7 @@ dependencies:
   - snappy=1.2.1=haf3c120_1
   - sniffio=1.3.1=pyhd8ed1ab_1
   - snowballstemmer=2.2.0=pyhd8ed1ab_0
+  - snowplow-tracker=1.0.4=pyhd8ed1ab_0
   - sortedcontainers=2.4.0=pyhd8ed1ab_0
   - soupsieve=2.5=pyhd8ed1ab_1
   - sphinx=8.1.3=pyhd8ed1ab_1
@@ -495,6 +518,8 @@ dependencies:
   - splink=4.0.6=pyhd8ed1ab_0
   - sqlalchemy=2.0.37=py312h01d7ebd_0
   - sqlglot=26.0.1=pyhd8ed1ab_0
+  - sqlglot-rs=26.0.1=hd8ed1ab_0
+  - sqlglotrs=0.3.0=py312h0d0de52_0
   - sqlite=3.48.0=h2e4c9dc_0
   - sqlparse=0.5.3=pyhd8ed1ab_0
   - stack_data=0.6.3=pyhd8ed1ab_1
@@ -526,6 +551,8 @@ dependencies:
   - typer-slim-standard=0.15.1=hd8ed1ab_0
   - types-python-dateutil=2.9.0.20241206=pyhd8ed1ab_0
   - types-pyyaml=6.0.12.20241230=pyhd8ed1ab_0
+  - types-requests=2.31.0.6=pyhd8ed1ab_0
+  - types-urllib3=1.26.25.14=pyhd8ed1ab_1
   - typing-extensions=4.12.2=hd8ed1ab_1
   - typing_extensions=4.12.2=pyha770c72_1
   - typing_inspect=0.9.0=pyhd8ed1ab_1
diff --git a/environments/conda-osx-arm64.lock.yml b/environments/conda-osx-arm64.lock.yml
index ff295e8bd..93b82b933 100644
--- a/environments/conda-osx-arm64.lock.yml
+++ b/environments/conda-osx-arm64.lock.yml
@@ -1,17 +1,20 @@
 # Generated by conda-lock.
 # platform: osx-arm64
-# input_hash: 6753dd40a718353b16982a4232a185eec37bd55c0267668f043a65311cf22d97
+# input_hash: dc80b2ea52b86787c8ac82dda5d296db5ac5b5848c84a06ef1df54f61674a71f
 
 channels:
   - conda-forge
 dependencies:
   - addfips=0.4.2=pyhd8ed1ab_1
+  - agate=1.9.1=pyh707e725_1
+  - aiobotocore=2.18.0=pyhd8ed1ab_0
   - aiofiles=24.1.0=pyhd8ed1ab_1
   - aiohappyeyeballs=2.4.4=pyhd8ed1ab_1
   - aiohttp=3.11.11=py312h998013c_0
+  - aioitertools=0.12.0=pyhd8ed1ab_1
   - aiosignal=1.3.2=pyhd8ed1ab_0
   - alabaster=1.0.0=pyhd8ed1ab_1
-  - alembic=1.14.1=pyhd8ed1ab_0
+  - alembic=1.14.0=pyhd8ed1ab_1
   - altair=5.5.0=pyhd8ed1ab_1
   - annotated-types=0.7.0=pyhd8ed1ab_1
   - antlr-python-runtime=4.13.2=pyhd8ed1ab_1
@@ -58,8 +61,8 @@ dependencies:
   - bleach-with-css=6.2.0=hd8ed1ab_3
   - blinker=1.9.0=pyhff2d567_0
   - blosc=1.21.6=h7dd00d9_1
-  - boto3=1.36.2=pyhd8ed1ab_0
-  - botocore=1.36.2=pyge310_1234567_0
+  - boto3=1.36.1=pyhd8ed1ab_0
+  - botocore=1.36.1=pyge310_1234567_0
   - bottleneck=1.4.2=py312h147345f_0
   - branca=0.8.1=pyhd8ed1ab_0
   - brotli=1.1.0=hd74edd7_2
@@ -98,7 +101,9 @@ dependencies:
   - curl=8.11.1=h73640d1_0
   - cycler=0.12.1=pyhd8ed1ab_1
   - cyrus-sasl=2.1.27=h60b93bd_7
+  - daff=1.3.46=pyhd8ed1ab_1
   - dagster=1.9.9=pyh56b92e0_12
+  - dagster-dbt=0.25.9=pyh29332c3_0
   - dagster-graphql=1.9.9=pyh56b92e0_0
   - dagster-pipes=1.9.9=pyh56b92e0_0
   - dagster-postgres=0.25.9=pyh29332c3_0
@@ -108,8 +113,15 @@ dependencies:
   - databricks-sdk=0.40.0=pyhd8ed1ab_0
   - datasette=0.65.1=pyhd8ed1ab_0
   - dav1d=1.2.1=hb547adb_0
+  - dbt-adapters=1.13.1=pyhd8ed1ab_0
+  - dbt-common=1.14.0=pyhd8ed1ab_0
+  - dbt-core=1.9.1=pyhd8ed1ab_0
+  - dbt-duckdb=1.9.0=pyhd8ed1ab_0
+  - dbt-extractor=0.5.1=py312he431725_2
+  - dbt-semantic-interfaces=0.7.4=pyhf696b4e_0
   - debugpy=1.8.12=py312hd8f9ff3_0
   - decorator=5.1.1=pyhd8ed1ab_1
+  - deepdiff=7.0.1=pyhd8ed1ab_0
   - defusedxml=0.7.1=pyhd8ed1ab_0
   - deprecated=1.2.15=pyhd8ed1ab_1
   - distlib=0.3.9=pyhd8ed1ab_1
@@ -146,6 +158,7 @@ dependencies:
   - frozenlist=1.5.0=py312h0bf5046_0
   - fsspec=2024.12.0=pyhd8ed1ab_0
   - furo=2024.8.6=pyhd8ed1ab_2
+  - future=1.0.0=pyhd8ed1ab_1
   - gcsfs=2024.12.0=pyhd8ed1ab_0
   - gdal=3.10.1=py312h1afea5f_1
   - gdk-pixbuf=2.42.12=h7ddc832_0
@@ -199,13 +212,13 @@ dependencies:
   - identify=2.6.5=pyhd8ed1ab_0
   - idna=3.10=pyhd8ed1ab_1
   - imagesize=1.4.1=pyhd8ed1ab_0
-  - importlib-metadata=8.5.0=pyha770c72_1
+  - importlib-metadata=6.10.0=pyha770c72_0
   - importlib_resources=6.5.2=pyhd8ed1ab_0
   - iniconfig=2.0.0=pyhd8ed1ab_1
   - ipykernel=6.29.5=pyh57ce528_0
   - ipython=8.31.0=pyh707e725_0
   - ipywidgets=8.1.5=pyhd8ed1ab_1
-  - isodate=0.7.2=pyhd8ed1ab_1
+  - isodate=0.6.1=pyhd8ed1ab_0
   - isoduration=20.11.0=pyhd8ed1ab_1
   - itsdangerous=2.2.0=pyhd8ed1ab_1
   - janus=2.0.0=pyhd8ed1ab_0
@@ -242,6 +255,7 @@ dependencies:
   - krb5=1.21.3=h237132a_0
   - latexcodec=2.0.1=pyh9f0ad1d_0
   - lcms2=2.16=ha0e7c42_0
+  - leather=0.4.0=pyhd8ed1ab_0
   - lerc=4.0.0=h9a09cb3_0
   - libabseil=20240722.0=cxx17_h07bc746_4
   - libarchive=3.7.7=h3b16cec_3
@@ -317,6 +331,7 @@ dependencies:
   - markdown-it-py=3.0.0=pyhd8ed1ab_1
   - marko=2.1.2=pyhd8ed1ab_1
   - markupsafe=3.0.2=py312h998013c_1
+  - mashumaro=3.14=pyhd8ed1ab_0
   - matplotlib-base=3.10.0=py312hdbc7e53_0
   - matplotlib-inline=0.1.7=pyhd8ed1ab_1
   - mdurl=0.1.2=pyhd8ed1ab_1
@@ -356,6 +371,8 @@ dependencies:
   - opentelemetry-sdk=1.29.0=pyhd8ed1ab_0
   - opentelemetry-semantic-conventions=0.50b0=pyh3cfb1c2_0
   - orc=2.0.3=h0ff2369_2
+  - ordered-set=4.1.0=pyhd8ed1ab_1
+  - orjson=3.10.15=py312hcd83bfe_0
   - overrides=7.7.0=pyhd8ed1ab_1
   - packaging=24.2=pyhd8ed1ab_2
   - pandas=2.2.3=py312hcd31e36_1
@@ -364,9 +381,11 @@ dependencies:
   - pandocfilters=1.5.0=pyhd8ed1ab_0
   - pango=1.56.0=h73f1e88_0
   - paramiko=3.5.0=pyhd8ed1ab_1
+  - parsedatetime=2.4=py_1
   - parso=0.8.4=pyhd8ed1ab_1
   - partd=1.4.2=pyhd8ed1ab_0
   - pastel=0.2.1=pyhd8ed1ab_0
+  - pathspec=0.12.1=pyhd8ed1ab_1
   - pbr=6.1.0=pyhd8ed1ab_1
   - pcre2=10.44=h297a79d_2
   - petl=1.7.15=pyhd8ed1ab_0
@@ -408,6 +427,7 @@ dependencies:
   - pygls=1.3.1=pyhd8ed1ab_1
   - pygments=2.19.1=pyhd8ed1ab_0
   - pygraphviz=1.14=py312h1fbede1_0
+  - pyicu=2.14=py312h5f599d0_0
   - pyjwt=2.10.1=pyhd8ed1ab_0
   - pylev=1.4.0=pyhd8ed1ab_0
   - pynacl=1.5.0=py312h024a12e_4
@@ -436,6 +456,7 @@ dependencies:
   - python-slugify=8.0.4=pyhd8ed1ab_1
   - python-tzdata=2024.2=pyhd8ed1ab_1
   - python_abi=3.12=5_cp312
+  - pytimeparse=1.1.8=py_0
   - pytz=2024.1=pyhd8ed1ab_0
   - pyu2f=0.1.5=pyhd8ed1ab_1
   - pywin32-on-windows=0.1.0=pyh1179c8e_3
@@ -464,6 +485,7 @@ dependencies:
   - ruamel.yaml.clib=0.2.8=py312h0bf5046_1
   - ruff=0.9.1=py312h5d18b81_0
   - ruff-lsp=0.0.60=pyhd8ed1ab_0
+  - s3fs=2024.12.0=pyhd8ed1ab_0
   - s3transfer=0.11.1=pyhd8ed1ab_0
   - scikit-learn=1.6.1=py312h39203ce_0
   - scipy=1.15.1=py312hb7ffdcd_0
@@ -477,6 +499,7 @@ dependencies:
   - snappy=1.2.1=h98b9ce2_1
   - sniffio=1.3.1=pyhd8ed1ab_1
   - snowballstemmer=2.2.0=pyhd8ed1ab_0
+  - snowplow-tracker=1.0.4=pyhd8ed1ab_0
   - sortedcontainers=2.4.0=pyhd8ed1ab_0
   - soupsieve=2.5=pyhd8ed1ab_1
   - sphinx=8.1.3=pyhd8ed1ab_1
@@ -495,6 +518,8 @@ dependencies:
   - splink=4.0.6=pyhd8ed1ab_0
   - sqlalchemy=2.0.37=py312hea69d52_0
   - sqlglot=26.0.1=pyhd8ed1ab_0
+  - sqlglot-rs=26.0.1=hd8ed1ab_0
+  - sqlglotrs=0.3.0=py312hcd83bfe_0
   - sqlite=3.48.0=hd7222ec_0
   - sqlparse=0.5.3=pyhd8ed1ab_0
   - stack_data=0.6.3=pyhd8ed1ab_1
@@ -526,6 +551,8 @@ dependencies:
   - typer-slim-standard=0.15.1=hd8ed1ab_0
   - types-python-dateutil=2.9.0.20241206=pyhd8ed1ab_0
   - types-pyyaml=6.0.12.20241230=pyhd8ed1ab_0
+  - types-requests=2.31.0.6=pyhd8ed1ab_0
+  - types-urllib3=1.26.25.14=pyhd8ed1ab_1
   - typing-extensions=4.12.2=hd8ed1ab_1
   - typing_extensions=4.12.2=pyha770c72_1
   - typing_inspect=0.9.0=pyhd8ed1ab_1
diff --git a/pyproject.toml b/pyproject.toml
index 3e40a19e1..2603330d1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,7 +7,7 @@ name = "catalystcoop.pudl"
 description = "An open data processing pipeline for US energy data"
 readme = { file = "README.rst", content-type = "text/x-rst" }
 authors = [{ name = "Catalyst Cooperative", email = "pudl@catalyst.coop" }]
-requires-python = ">=3.12,<3.13"
+requires-python = ">=3.12,<3.13.0a0"
 dynamic = ["version"]
 license = { file = "LICENSE.txt" }
 dependencies = [
@@ -23,10 +23,12 @@ dependencies = [
     "conda-lock>=2.5.7",
     "coverage>=7.6",
     "dagster>=1.9.9",
+    "dagster-dbt>=0.25.9,<1",
     "dagster-postgres>=0.25.9,<1", # Update when dagster-postgres graduates to 1.x
     "dask>=2024",
     "dask-expr>=1.1", # Required for dask[dataframe]
     "datasette>=0.65",
+    "dbt-duckdb",
     "doc8>=1.1",
     "duckdb>=1.1.3",
     "email-validator>=1.0.3", # pydantic[email]
@@ -83,6 +85,7 @@ dependencies = [
     "sphinxcontrib_googleanalytics>=0.4",
     "sqlalchemy>=2",
     "sqlglot>=25",
+    "s3fs>=2024",
     "timezonefinder>=6.2",
     "universal_pathlib>=0.2",
     "urllib3>=1.26.18",
@@ -343,7 +346,7 @@ nodejs = ">=20"
 pandoc = ">=2"
 pip = ">=24"
 prettier = ">=3.0"
-python = ">=3.12,<3.13"
+python = ">=3.12,<3.13.0a0"
 sqlite = ">=3.47"
 zip = ">=3.0"