wip

batch-jobs/Makefile

@@ -0,0 +1,5 @@
+build:
+	sam build --use-container
+
+deploy: build
+	sam deploy --debug

batch-jobs/app/csv_utils.py

@@ -0,0 +1,83 @@
+import csv
+from typing import TextIO
+
+from smart_open import open
+
+
+def byte_ranges(
+    csvfile: str,
+    chunk_size: int = 100,
+    **kwargs,
+) -> list[tuple[int, int]]:
+    """Compute byte ranges for reading a CSV file in fixed-size line chunks.
+
+    Returns pairs (start_byte, end_byte) for each fixed-size group of lines.
+
+    Parameters
+    ----------
+    csvfile : str
+        Path to the CSV file, opened in binary mode internally.
+    chunk_size : int, optional
+        Number of lines per chunk. Default is 100.
+    **kwargs :
+        Extra options passed to `open()`, e.g., buffering.
+
+    Returns
+    -------
+    list of tuple[int, int]
+        Byte ranges covering each chunk of lines.
+
+    Example
+    -------
+    >>> byte_ranges("users.csv", chunk_size=500)
+    [(0, 3125), (3126, 6150), (6151, 9124)]
+    """
+    line_offsets = [0]
+
+    with open(csvfile, 'rb', **kwargs) as fp:
+        while True:
+            if not fp.readline():
+                break
+            line_offsets.append(fp.tell())
+
+    total_lines = len(line_offsets) - 1
+    byte_ranges = []
+
+    for start_line in range(1, total_lines + 1, chunk_size):
+        # Calculate the end line index, bounded by total lines
+        end_line = min(start_line + chunk_size - 1, total_lines)
+        # Get byte range for this chunk
+        start_byte = line_offsets[start_line - 1]
+        end_byte = line_offsets[end_line] - 1
+
+        byte_ranges.append((start_byte, end_byte))
+
+    return byte_ranges
+
+
+def detect_delimiter(sample: TextIO) -> str:
+    """Detect the delimiter character used in a CSV file.
+
+    Parameters
+    ----------
+    sample : TextIO
+        A file-like object opened in text mode (e.g., from `open('file.csv')`).
+        Must be readable and at position 0.
+
+    Returns
+    -------
+    str
+        The detected delimiter character (e.g., ',', ';', '\\t').
+
+    Raises
+    ------
+    csv.Error
+        If the file cannot be parsed as CSV or delimiter detection fails.
+    ValueError
+        If the file is empty or contains no detectable delimiter.
+    """
+    sniffer = csv.Sniffer()
+    dialect = sniffer.sniff(sample.read())
+    sample.seek(0)
+
+    return dialect.delimiter

batch-jobs/app/events/csv_chunks.py

@@ -0,0 +1,20 @@
+import boto3
+from aws_lambda_powertools.utilities.data_classes import (
+    EventBridgeEvent,
+    event_source,
+)
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+from csv_utils import byte_ranges
+
+CHUNK_SIZE = 50
+s3_client = boto3.client('s3')
+
+
+@event_source(data_class=EventBridgeEvent)
+def lambda_handler(event: EventBridgeEvent, context: LambdaContext) -> bool:
+    new_image = event.detail['new_image']
+    csvfile = new_image['csv_s3uri']
+    pairs = byte_ranges(csvfile, CHUNK_SIZE)
+
+    return True

batch-jobs/app/events/read_chunk.py

@@ -0,0 +1,47 @@
+import csv
+from io import StringIO
+
+import boto3
+from aws_lambda_powertools.utilities.data_classes import (
+    EventBridgeEvent,
+    event_source,
+)
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+from csv_utils import byte_ranges
+
+CHUNK_SIZE = 50
+s3_client = boto3.client('s3')
+
+
+@event_source(data_class=EventBridgeEvent)
+def lambda_handler(event: EventBridgeEvent, context: LambdaContext) -> bool:
+    new_image = event.detail['new_image']
+    csvfile = new_image['csv_s3uri']
+    *_, pair = byte_ranges(csvfile, CHUNK_SIZE)
+
+    data = get_object_range(csvfile, pair[0], pair[1], s3_client=s3_client)
+    reader = csv.reader(data)
+
+    for x in reader:
+        print(x)
+    return True
+
+
+def get_object_range(
+    s3_uri: str,
+    start_byte: int,
+    end_byte: int = -1,
+    *,
+    s3_client,
+) -> StringIO:
+    bucket, key = s3_uri.replace('s3://', '').split('/', 1)
+    range_ = f'bytes={start_byte}-{end_byte}' if end_byte else f'bytes={start_byte}-'
+
+    response = s3_client.get_object(
+        Bucket=bucket,
+        Key=key,
+        Range=range_,
+    )
+
+    return StringIO(response['Body'].read().decode('utf-8'))

batch-jobs/pyproject.toml

@@ -0,0 +1,32 @@
+[project]
+name = "batch-jobs"
+version = "0.1.0"
+description = ""
+readme = ""
+requires-python = ">=3.13"
+dependencies = ["layercake"]
+
+[dependency-groups]
+dev = [
+    "duckdb>=1.2.2",
+    "pytest>=8.3.4",
+    "pytest-cov>=6.0.0",
+    "ruff>=0.9.1",
+]
+
+[tool.pytest.ini_options]
+pythonpath = ["app/"]
+addopts = "--cov --cov-report html -v"
+
+[tool.ruff]
+target-version = "py311"
+src = ["app"]
+
+[tool.ruff.format]
+quote-style = "single"
+
+[tool.ruff.lint]
+select = ["E", "F", "I"]
+
+[tool.uv.sources]
+layercake = { path = "../layercake" }

batch-jobs/pyrightconfig.json

@@ -0,0 +1,3 @@
+{
+  "extraPaths": ["app/"]
+}

batch-jobs/samconfig.toml

@@ -0,0 +1,9 @@
+version = 0.1
+[default.deploy.parameters]
+stack_name = "saladeaula-batch-jobs"
+resolve_s3 = true
+s3_prefix = "batchjobs"
+region = "sa-east-1"
+confirm_changeset = false
+capabilities = "CAPABILITY_IAM"
+image_repositories = []

batch-jobs/template.yaml

@@ -0,0 +1,44 @@
+AWSTemplateFormatVersion: 2010-09-09
+Transform: AWS::Serverless-2016-10-31
+
+Globals:
+  Function:
+    CodeUri: app/
+    Runtime: python3.13
+    Tracing: Active
+    Architectures:
+      - x86_64
+    Layers:
+      - !Sub arn:aws:lambda:sa-east-1:336641857101:layer:layercake:53
+    Environment:
+      Variables:
+        TZ: America/Sao_Paulo
+        LOG_LEVEL: DEBUG
+        POWERTOOLS_LOGGER_SAMPLE_RATE: 0.1
+        POWERTOOLS_LOGGER_LOG_EVENT: true
+
+Resources:
+  EventLog:
+    Type: AWS::Logs::LogGroup
+    Properties:
+      RetentionInDays: 90
+
+  EventCsvChunksFunction:
+    Type: AWS::Serverless::Function
+    Properties:
+      Handler: events.csv_chunks.lambda_handler
+      LoggingConfig:
+        LogGroup: !Ref EventLog
+      Policies:
+        - S3CrudPolicy:
+            BucketName: saladeaula.digital
+      Events:
+        DynamoDBEvent:
+          Type: EventBridgeRule
+          Properties:
+            Pattern:
+              resources: [betaeducacao-prod-users_d2o3r5gmm4it7j]
+              detail:
+                new_image:
+                  sk:
+                    - prefix: batch_jobs#

batch-jobs/tests/conftest.py

@@ -0,0 +1,16 @@
+from dataclasses import dataclass
+
+import pytest
+
+
+@dataclass
+class LambdaContext:
+    function_name: str = 'test'
+    memory_limit_in_mb: int = 128
+    invoked_function_arn: str = 'arn:aws:lambda:eu-west-1:809313241:function:test'
+    aws_request_id: str = '52fdfc07-2182-154f-163f-5f0f9a621d72'
+
+
+@pytest.fixture
+def lambda_context() -> LambdaContext:
+    return LambdaContext()

batch-jobs/tests/events/test_csv_chunks.py

@@ -0,0 +1,13 @@
+import events.csv_chunks as app
+
+
+def test_csv_chunks(lambda_context):
+    event = {
+        'detail': {
+            'new_image': {
+                'csv_s3uri': 's3://saladeaula.digital/samples/large_users.csv',
+            },
+        },
+    }
+
+    app.lambda_handler(event, lambda_context)

batch-jobs/tests/samples/users.csv

@@ -0,0 +1,28 @@
+CADASTRO DE COLABORADOR,,,,
+,NOME COMPLETO,EMAIL (letra minúscula),CPF,TREINAMENTO
+,ANDRE HENRIQUE LOPES ZAFALON,henrique.zafalon@fanucamerica.com,261.955.138-22,NR-35 (RECICLAGEM)
+,SERGIO DA SILVA CUPERTINO,sergio.cupertino@fanucamerica.com,066.945.708-64,NR-10 (RECICLAGEM)
+,SERGIO DA SILVA CUPERTINO,sergio.cupertino@fanucamerica.com,066.945.708-64,NR-35 (RECICLAGEM)
+,ROVANE CAMPOS,rovane.campos@fanucamerica.com,095.958.578-82,NR-10 (RECICLAGEM)
+,ROVANE CAMPOS,rovane.campos@fanucamerica.com,095.958.578-82,NR-35 (RECICLAGEM)
+,MARCIO ATSUSHI KANEKO MASUDA,marcio.masuda@fanucamerica.com,293.042.798-10,NR-10 (RECICLAGEM)
+,FABIO AKIRA HARAGUCHI,fabio.haraguchi@fanucamerica.com,287.018.428-03,NR-10 (RECICLAGEM)
+,EMIDIO YOITI MOCHIZUKI,emidio.mochizuki@fanucamerica.com,268.579.208-26,NR-10 (RECICLAGEM)
+,EMIDIO YOITI MOCHIZUKI,emidio.mochizuki@fanucamerica.com,268.579.208-26,NR-35 (RECICLAGEM)
+,ERIC HIDEKI MORIKIO,eric.morikio@fanucamerica.com,417.359.838-61,NR-10 (RECICLAGEM)
+,HENRIQUE DE FIGUEIREDO BASTOS FERRAZ,henrique.ferraz@fanucamerica.com,417.059.788-51,NR-10 (RECICLAGEM)
+,LAYS MORETTI DA SILVA,lays.silva@fanucamerica.com,013.107.662-07,NR-10 (RECICLAGEM)
+,LAYS MORETTI DA SILVA,lays.silva@fanucamerica.com,013.107.662-07,NR-12
+,ANDRE DE SOUZA,andre.souza@fanucamerica.com,290.688.648-31,NR-10 (RECICLAGEM)
+,ANDRE DE SOUZA,andre.souza@fanucamerica.com,290.688.648-31,NR-12
+,RAFAEL TOSHIO BURATO MAEDA,rafael.maeda@fanucamerica.com,394.153.268-59,NR-10 (RECICLAGEM)
+,RAFAEL TOSHIO BURATO MAEDA,rafael.maeda@fanucamerica.com,394.153.268-59,NR-12
+,RAFAEL TOSHIO BURATO MAEDA,rafael.maeda@fanucamerica.com,394.153.268-59,NR-35 (RECICLAGEM)
+,RICARDO GALLES BONET,ricardo.bonet@fanucamerica.com,424.430.528-93,NR-10 (RECICLAGEM)
+,RULIO SIEFERT SERA,rulio.sera@fanucamerica.com,063.916.859-08,NR-10 (RECICLAGEM)
+,MACIEL FERREIRA BOMFIM,maciel.bomfim@fanucamerica.com,334.547.088-85,NR-10 (RECICLAGEM)
+,JAIME EDUARDO GALVEZ AVILES,jaime.galvez@fanucamerica.com,280.238.818-50,NR-12
+,JAIME EDUARDO GALVEZ AVILES,jaime.galvez@fanucamerica.com,280.238.818-50,NR-35 (RECICLAGEM)
+,HIGOR MACHADO SILVA,higor.silva@fanucamerica.com,419.879.878-88,NR-12
+,LÁZARO SOUZA DIAS,lazaro.dias@fanucamerica.com,067.179.825-19,NR-12
+,JOÃO PEDRO AGUIAR GALASSO,joao.pedro@fanucamerica.com,570.403.588-40,NR-12

batch-jobs/tests/test_csv_utils.py

@@ -0,0 +1,27 @@
+from csv_utils import byte_ranges, detect_delimiter
+
+
+def test_detect_delimiter():
+    with open('tests/samples/users.csv') as fp:
+        assert detect_delimiter(fp) == ','
+
+
+def test_byte_ranges():
+    csvpath = 'tests/samples/users.csv'
+    ranges = byte_ranges(csvpath, 10)
+    *_, pair = ranges
+    start_byte, end_byte = pair
+
+    expected = """,RICARDO GALLES BONET,ricardo.bonet@fanucamerica.com,424.430.528-93,NR-10 (RECICLAGEM)
+,RULIO SIEFERT SERA,rulio.sera@fanucamerica.com,063.916.859-08,NR-10 (RECICLAGEM)
+,MACIEL FERREIRA BOMFIM,maciel.bomfim@fanucamerica.com,334.547.088-85,NR-10 (RECICLAGEM)
+,JAIME EDUARDO GALVEZ AVILES,jaime.galvez@fanucamerica.com,280.238.818-50,NR-12
+,JAIME EDUARDO GALVEZ AVILES,jaime.galvez@fanucamerica.com,280.238.818-50,NR-35 (RECICLAGEM)
+,HIGOR MACHADO SILVA,higor.silva@fanucamerica.com,419.879.878-88,NR-12
+,LÁZARO SOUZA DIAS,lazaro.dias@fanucamerica.com,067.179.825-19,NR-12
+,JOÃO PEDRO AGUIAR GALASSO,joao.pedro@fanucamerica.com,570.403.588-40,NR-12"""
+
+    with open(csvpath, 'rb') as f:
+        f.seek(start_byte)
+        data = f.read(end_byte - start_byte + 1)
+        assert data.decode('utf-8') == expected

http-api/app/middlewares/audit_log_middleware.py

@@ -82,8 +82,8 @@ class AuditLogMiddleware(BaseMiddlewareHandler):
 
             self.collect.put_item(
                 key=KeyPair(
-                    # Post-migration: remove `delimiter` and update prefix from `log` to `logs`
-                    # in ComposeKey.
+                    # Post-migration: remove `delimiter` and update prefix
+                    # from `log` to `logs` in ComposeKey.
                     pk=ComposeKey(user.id, prefix='log', delimiter=':'),
                     sk=now_.isoformat(),
                 ),

http-api/app/middlewares/authentication_middleware.py

@@ -1,4 +1,3 @@
-from auth import AuthFlowType
 from aws_lambda_powertools.event_handler.api_gateway import (
     APIGatewayHttpResolver,
     Response,
@@ -9,6 +8,9 @@ from aws_lambda_powertools.event_handler.middlewares import (
 )
 from pydantic import UUID4, BaseModel, EmailStr, Field
 
+from auth import AuthFlowType
+
+
 class User(BaseModel):
     id: str
     name: str
@@ -22,8 +24,9 @@ class CognitoUser(User):
 
 
 class AuthenticationMiddleware(BaseMiddlewareHandler):
-    """This middleware extracts user authentication details from the Lambda authorizer context
-    and makes them available in the application context."""
+    """This middleware extracts user authentication details from
+    the Lambda authorizer context and makes them available in the application context.
+    """
 
     def handler(
         self,

http-api/app/middlewares/tenant_middelware.py

@@ -1,6 +1,5 @@
 from http import HTTPStatus
 
-from auth import AuthFlowType
 from aws_lambda_powertools.event_handler.api_gateway import (
     APIGatewayHttpResolver,
     Response,
@@ -17,23 +16,30 @@ from aws_lambda_powertools.event_handler.middlewares import (
 from layercake.dynamodb import ComposeKey, DynamoDBCollection, KeyPair
 from pydantic import UUID4, BaseModel
 
+from auth import AuthFlowType
+
 from .authentication_middleware import User
 
+
 class Tenant(BaseModel):
     id: UUID4 | str
     name: str
 
 
 class TenantMiddleware(BaseMiddlewareHandler):
-    """Middleware that associates a Tenant instance with the request context based on the authentication flow.
+    """Middleware that associates a Tenant instance with the request context
+    based on the authentication flow.
 
-    For API authentication (`AuthFlowType.API_AUTH`), it assigns tenant information directly from the authorizer context.
-    For user authentication (`AuthFlowType.USER_AUTH`), it gets the Tenant ID from the specified request header.
+    For API authentication (`AuthFlowType.API_AUTH`), it assigns tenant information
+    directly from the authorizer context.
+    For user authentication (`AuthFlowType.USER_AUTH`), it gets the Tenant ID
+    from the specified request header.
 
     Parameters
     ----------
     collect : DynamoDBCollection
-        The DynamoDB collection used to validate user access and retrieve tenant information.
+        The DynamoDB collection used to validate user access and retrieve
+        tenant information.
     header : str, optional
         The request header name containing the tenant ID. Defaults to `'X-Tenant'`.
     """
@@ -81,7 +87,8 @@ def _tenant(
     /,
     collect: DynamoDBCollection,
 ) -> Tenant:
-    """Get a Tenant instance based on the provided tenant_id and user's access permissions.
+    """Get a Tenant instance based on the provided tenant_id
+    and user's access permissions.
 
     Parameters
     ----------

http-api/app/routes/orders/__init__.py

@@ -11,9 +11,9 @@ from layercake.dynamodb import (
     KeyPair,
 )
 
+import elastic
 from boto3clients import dynamodb_client
 from conf import ELASTIC_CONN, ORDER_TABLE
-import elastic
 
 router = Router()
 order_layer = DynamoDBPersistenceLayer(ORDER_TABLE, dynamodb_client)

http-api/app/routes/settings/__init__.py

@@ -6,9 +6,9 @@ from layercake.dynamodb import (
     PrefixKey,
 )
 
+import konviva
 from boto3clients import dynamodb_client
 from conf import USER_TABLE
-import konviva
 from middlewares import User
 
 router = Router()

http-api/app/routes/users/__init__.py

@@ -1,5 +1,5 @@
-from http import HTTPStatus
 import json
+from http import HTTPStatus
 from typing import Annotated
 
 from aws_lambda_powertools.event_handler.api_gateway import Router
@@ -17,11 +17,11 @@ from layercake.dynamodb import (
 from layercake.extra_types import CpfStr, NameStr
 from pydantic import UUID4, BaseModel, StringConstraints
 
+import cognito
+import elastic
 from api_gateway import JSONResponse
 from boto3clients import dynamodb_client, idp_client
-import cognito
 from conf import ELASTIC_CONN, USER_POOOL_ID, USER_TABLE
-import elastic
 from middlewares import AuditLogMiddleware
 from models import User
 from rules.user import update_user

http-api/tests/conftest.py

@@ -1,12 +1,12 @@
 import base64
-from dataclasses import dataclass
-from http import HTTPMethod
 import json
 import os
+from dataclasses import dataclass
+from http import HTTPMethod
 
 import jsonlines
-from layercake.dynamodb import DynamoDBPersistenceLayer
 import pytest
+from layercake.dynamodb import DynamoDBPersistenceLayer
 
 PYTEST_TABLE_NAME = 'pytest'
 PK = os.getenv('DYNAMODB_PARTITION_KEY')

layercake/Makefile

@@ -6,10 +6,3 @@ build:
 
 deploy: export build
 	sam deploy --debug
-
-.PHONY: docs
-docs:
-	uv run mkdocs build
-
-docs_serve:
-	uv run mkdocs serve --dev-addr localhost:8080

layercake/docs/api.md

@@ -1,2 +0,0 @@
-::: layercake.dateutils
-::: layercake.funcs

layercake/docs/dynamodb.md

@@ -1 +0,0 @@
-::: layercake.dynamodb

layercake/docs/index.md

@@ -1,17 +0,0 @@
-# Welcome to MkDocs
-
-For full documentation visit [mkdocs.org](https://www.mkdocs.org).
-
-## Commands
-
-* `mkdocs new [dir-name]` - Create a new project.
-* `mkdocs serve` - Start the live-reloading docs server.
-* `mkdocs build` - Build the documentation site.
-* `mkdocs -h` - Print help message and exit.
-
-## Project layout
-
-    mkdocs.yml    # The configuration file.
-    docs/
-        index.md  # The documentation homepage.
-        ...       # Other markdown pages, images and other files.

layercake/mkdocs.yml

@@ -1,15 +0,0 @@
-site_name: Layercake Docs
-
-theme:
-  name: "readthedocs"
-
-plugins:
-  - mkdocstrings:
-      handlers:
-        python:
-          options:
-            docstring_style: numpy
-nav:
-  - index.md
-  - DynamoDB: dynamodb.md
-  - API: api.md

layercake/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "layercake"
-version = "0.2.11"
+version = "0.2.15"
 description = "Packages shared dependencies to optimize deployment and ensure consistency across functions."
 readme = "README.md"
 authors = [
@@ -9,7 +9,6 @@ authors = [
 requires-python = ">=3.12"
 dependencies = [
     "aws-lambda-powertools[all]>=3.8.0",
-    "boto3>=1.37.16",
     "elasticsearch>=8.17.2",
     "elasticsearch-dsl>=8.17.1",
     "ftfy>=6.3.1",
@@ -23,16 +22,14 @@ dependencies = [
     "meilisearch>=0.34.0",
     "arnparse>=0.0.2",
     "weasyprint>=65.0",
-    "pandas>=2.2.3",
-    "numpy>=2.2.5",
-    "zarr>=3.0.7",
+    "smart-open[s3]>=7.1.0",
 ]
 
 [dependency-groups]
 dev = [
+    "boto3>=1.37.16",
     "boto3-stubs[essential]>=1.37.33",
     "jsonlines>=4.0.0",
-    "mkdocstrings[python]>=0.29.0",
     "pytest>=8.3.5",
     "pytest-cov>=6.0.0",
     "pytest-env>=1.1.5",

layercake/template.yaml

@@ -16,7 +16,8 @@ Resources:
       CompatibleRuntimes:
         - python3.12
         - python3.13
-      RetentionPolicy: Delete
+      # RetentionPolicy: Delete
+      RetentionPolicy: Retain
     Metadata:
       BuildMethod: python3.13
       BuildArchitecture: x86_64

layercake/tests/conftest.py

@@ -7,6 +7,7 @@ import pytest
 from layercake.dynamodb import DynamoDBPersistenceLayer
 
 PYTEST_TABLE_NAME = os.getenv('PYTEST_TABLE_NAME', 'pytest')
+# Check `pytest.ini` for more details.
 DYNAMODB_ENDPOINT_URL = os.getenv('DYNAMODB_ENDPOINT_URL')
 PK = os.getenv('DYNAMODB_PARTITION_KEY', 'pk')
 SK = os.getenv('DYNAMODB_SORT_KEY', 'sk')

layercake/uv.lock

@@ -299,18 +299,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/0e/f6/65ecc6878a89bb1c23a086ea335ad4bf21a588990c3f535a227b9eea9108/charset_normalizer-3.4.1-py3-none-any.whl", hash = "sha256:d98b1668f06378c6dbefec3b92299716b931cd4e6061f3c875a71ced1780ab85", size = 49767, upload-time = "2024-12-24T18:12:32.852Z" },
 ]
 
-[[package]]
-name = "click"
-version = "8.1.8"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "colorama", marker = "sys_platform == 'win32'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/b9/2e/0090cbf739cee7d23781ad4b89a9894a41538e4fcf4c31dcdd705b78eb8b/click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a", size = 226593, upload-time = "2024-12-21T18:38:44.339Z" }
-wheels = [
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 source = { editable = "." }
 dependencies = [
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     { name = "elasticsearch" },
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     { name = "ftfy" },
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     { name = "pydantic", extra = ["email"] },
     { name = "pydantic-extra-types" },
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     { name = "requests" },
+    { name = "smart-open", extra = ["s3"] },
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-    { name = "zarr" },
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 [package.dev-dependencies]
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-    { name = "mkdocstrings", extra = ["python"] },
     { name = "pytest" },
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     { name = "weasyprint", specifier = ">=65.0" },
-    { name = "zarr", specifier = ">=3.0.7" },
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 [package.metadata.requires-dev]
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