antlr4-python3-runtime==4.9.2
mistune>=3.3.3
dbt-extractor>=0.5.0
lxml>=6.1.0
python-dotenv>=0.19.0
requests>=2.33.0
azure-identity~=1.12
idna>=3.15
azure-keyvault-secrets
setuptools>=83
pymysql~=1.0
jaraco.context>=6.1.0
Jinja2>=3.1.6
cached-property==1.5.2
kubernetes<36,>=21.0.0
importlib-metadata>=4.13.0
pydantic<3,>=2.12.5
urllib3>=2.8.0
jaraco.functools<4.2.0
memory-profiler
tenacity<10,>=8.0
mypy_extensions>=0.4.3
httpx~=0.28.0
certifi>=2026.10.19
shapely
cryptography>=48.0.1
jsonpatch<2.0,>=1.24
typing-inspect
packaging
cachetools
PyYAML~=6.0
sqlalchemy<2.1,>=2.0.0
tabulate==0.9.0
collate-data-diff>=0.11.17
boto3~=1.41.5
email-validator>=2.0
python-dateutil>=2.8.1
chardet==4.0.0
Mako>=1.3.12
collate-sqllineage==2.1.9
PyJWT>=2.15.0
requests-aws4auth~=1.1
pydantic-settings>=2.14.2,~=2.0
google-cloud-secret-manager==2.24.0
google-crc32c

[airflow]
elasticsearch<9,>=8.10
Werkzeug>=3.0.6
tornado>=6.5.9
starlette>=0.49.1
apache-airflow-providers-elasticsearch>=6.5.3
apache-airflow==3.3.2
apache-airflow-providers-opensearch>=1.9.1
opentelemetry-exporter-otlp==1.45.1
attrs
pygtrie<2.6
python-multipart>=0.0.31
apache-airflow-providers-http>=6.0.0

[all]
mistune>=3.3.3
clickhouse-sqlalchemy>=0.3
pure-sasl
pyspark==3.5.6
lxml>=6.1.0
azure-storage-blob
validators~=0.22.0
presto-types-parser>=0.0.2
oracledb~=1.2
kafka-connect-py==0.10.11
presidio-analyzer==2.2.358
gcsfs~=2026.3
pymysql~=1.0
jaraco.context>=6.1.0
avro<1.12,>=1.11.4
cached-property==1.5.2
sqlalchemy-cockroachdb~=2.0
databricks-sql-connector>=4.7.0
pydantic<3,>=2.12.5
google-api-python-client>=2.0.0
collate-data-diff[mssql]
shapely
pinotdb~=5.0
aiobotocore~=2.26.0
couchbase~=4.1
typing-inspect
pymongo<5,>=4.18.2
pandas<3,>=2.2.2
sqlalchemy<2.1,>=2.0.0
collate-data-diff>=0.11.17
delta-spark<4.0.0,>=3.0.0
cx_Oracle<9,>=8.3.0
elasticsearch8~=8.9.0
giturlparse
spacy<3.9,>=3.8.2
hdbcli
google-cloud-secret-manager==2.24.0
looker-sdk!=24.18.0,>=22.20.0
antlr4-python3-runtime==4.9.2
clickhouse-driver~=0.2
python-liquid
sqlalchemy-hana
impyla~=0.24.0
pymssql~=2.3.9
sqlalchemy-bigquery>=1.15.0
GeoAlchemy2~=0.12
azure-identity~=1.12
pydoris==1.2.0
trino[sqlalchemy]
google-cloud-logging
ijson~=3.4
setuptools>=83
py7zr~=1.1.3
Jinja2>=3.1.6
kubernetes<36,>=21.0.0
pydruid>=0.6.5
deltalake<0.20,>=0.19.0
memory-profiler
collate-data-diff[presto]
httpx~=0.28.0
canmatrix<1.3
certifi>=2026.10.19
cryptography>=48.0.1
simple_salesforce~=1.11
boto3~=1.41.5
email-validator>=2.0
pyOpenSSL>=26.0.0
collate-data-diff[oracle]
google-cloud-storage>=1.43.0
gitpython>=3.2.1
dagster_graphql>=1.8.0
azure-storage-blob~=12.14
thrift-sasl~=0.4
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[clickhouse]
Mako>=1.3.12
ndg-httpsclient~=0.5.1
teradatasqlalchemy==20.0.0.9
collate-data-diff[vertica]
thrift<1,>=0.25.0
requests-aws4auth~=1.1
pydantic-settings>=2.14.2,~=2.0
collate-sqllineage==2.1.9
teradatasql>=20.0.0.72
collate-dbt-artifacts-parser
asammdf<8.8,>=8.2
lkml~=1.3
neo4j~=5.3
collate-data-diff[snowflake]
opensearch-py~=2.4.0
python-dotenv>=0.19.0
pyhive[hive_pure_sasl]~=0.7
impyla[kerberos]~=0.24.0
collate-data-diff[mysql]
idna>=3.15
protobuf>=5.29.6
pydomo~=0.3
google-cloud-bigtable>=2.0.0
google-cloud-datacatalog>=3.6.2
jaraco.functools<4.2.0
snowflake-connector-python<5,>=4.7.3
confluent_kafka[schemaregistry]<3,>=2.15.0
adlfs>=2023.1.0
mlflow-skinny<3.15,>=3.13.0
packaging
pyathena~=3.35.4
cramjam~=2.7
pure-transport==0.2.0
grpcio-tools>=1.47.2
paramiko<6,>=3.5
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
scikit-learn<2,>=1.4.2
PyJWT>=2.15.0
python-dateutil>=2.8.1
pyasn1>=0.6.3
preshed<3.0.14
tableauserverclient==0.40
iomete-sqlalchemy>=1.0.22
sqlalchemy-pytds~=1.0
s3fs~=2026.3
websocket-client~=1.6.1
dbt-extractor>=0.5.0
requests>=2.33.0
snowflake-sqlalchemy>=1.11.0
azure-keyvault-secrets
google-cloud-pubsub>=2.0.0
databricks-sdk~=0.20.0
importlib-metadata>=4.13.0
fastavro>=1.2.0
sqlalchemy_exasol<8,>=7.1.1
urllib3>=2.8.0
tenacity<10,>=8.0
mypy_extensions>=0.4.3
rarfile~=4.2
collate-data-diff[trino]
authlib>=1.6.9
jsonpatch<2.0,>=1.24
cassandra-driver>=3.28.0
numpy<3,>=2
cachetools
PyYAML~=6.0
databricks-sqlalchemy~=2.0.9
google-cloud
tabulate==0.9.0
requests-ntlm
sqlalchemy-pgspider
chardet==4.0.0
Brotli>=1.2.1
msal~=1.2
pyodbc~=5.3.0
google-cloud-monitoring>=2.0.0
psycopg2-binary
sqlalchemy-redshift~=1.0.0
google-crc32c

[all-dev-env]
mistune>=3.3.3
clickhouse-sqlalchemy>=0.3
pure-sasl
pyspark==3.5.6
lxml>=6.1.0
azure-storage-blob
validators~=0.22.0
presto-types-parser>=0.0.2
oracledb~=1.2
kafka-connect-py==0.10.11
presidio-analyzer==2.2.358
gcsfs~=2026.3
pymysql~=1.0
jaraco.context>=6.1.0
avro<1.12,>=1.11.4
cached-property==1.5.2
sqlalchemy-cockroachdb~=2.0
databricks-sql-connector>=4.7.0
pydantic<3,>=2.12.5
google-api-python-client>=2.0.0
collate-data-diff[mssql]
shapely
pinotdb~=5.0
aiobotocore~=2.26.0
couchbase~=4.1
typing-inspect
pymongo<5,>=4.18.2
pandas<3,>=2.2.2
sqlalchemy<2.1,>=2.0.0
collate-data-diff>=0.11.17
delta-spark<4.0.0,>=3.0.0
cx_Oracle<9,>=8.3.0
elasticsearch8~=8.9.0
giturlparse
spacy<3.9,>=3.8.2
hdbcli
google-cloud-secret-manager==2.24.0
looker-sdk!=24.18.0,>=22.20.0
antlr4-python3-runtime==4.9.2
clickhouse-driver~=0.2
python-liquid
sqlalchemy-hana
impyla~=0.24.0
sqlalchemy-bigquery>=1.15.0
GeoAlchemy2~=0.12
azure-identity~=1.12
pydoris==1.2.0
trino[sqlalchemy]
google-cloud-logging
ijson~=3.4
setuptools>=83
py7zr~=1.1.3
Jinja2>=3.1.6
kubernetes<36,>=21.0.0
pydruid>=0.6.5
deltalake<0.20,>=0.19.0
memory-profiler
collate-data-diff[presto]
httpx~=0.28.0
canmatrix<1.3
certifi>=2026.10.19
cryptography>=48.0.1
simple_salesforce~=1.11
boto3~=1.41.5
email-validator>=2.0
pyOpenSSL>=26.0.0
collate-data-diff[oracle]
google-cloud-storage>=1.43.0
gitpython>=3.2.1
dagster_graphql>=1.8.0
azure-storage-blob~=12.14
thrift-sasl~=0.4
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[clickhouse]
Mako>=1.3.12
ndg-httpsclient~=0.5.1
teradatasqlalchemy==20.0.0.9
collate-data-diff[vertica]
thrift<1,>=0.25.0
requests-aws4auth~=1.1
pydantic-settings>=2.14.2,~=2.0
collate-sqllineage==2.1.9
teradatasql>=20.0.0.72
collate-dbt-artifacts-parser
asammdf<8.8,>=8.2
lkml~=1.3
neo4j~=5.3
collate-data-diff[snowflake]
opensearch-py~=2.4.0
python-dotenv>=0.19.0
pyhive[hive_pure_sasl]~=0.7
impyla[kerberos]~=0.24.0
collate-data-diff[mysql]
idna>=3.15
protobuf>=5.29.6
pydomo~=0.3
google-cloud-bigtable>=2.0.0
google-cloud-datacatalog>=3.6.2
jaraco.functools<4.2.0
snowflake-connector-python<5,>=4.7.3
confluent_kafka[schemaregistry]<3,>=2.15.0
adlfs>=2023.1.0
mlflow-skinny<3.15,>=3.13.0
packaging
pyathena~=3.35.4
cramjam~=2.7
pure-transport==0.2.0
grpcio-tools>=1.47.2
paramiko<6,>=3.5
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
scikit-learn<2,>=1.4.2
PyJWT>=2.15.0
python-dateutil>=2.8.1
pyasn1>=0.6.3
preshed<3.0.14
tableauserverclient==0.40
iomete-sqlalchemy>=1.0.22
sqlalchemy-pytds~=1.0
s3fs~=2026.3
websocket-client~=1.6.1
dbt-extractor>=0.5.0
requests>=2.33.0
snowflake-sqlalchemy>=1.11.0
azure-keyvault-secrets
google-cloud-pubsub>=2.0.0
databricks-sdk~=0.20.0
importlib-metadata>=4.13.0
fastavro>=1.2.0
sqlalchemy_exasol<8,>=7.1.1
urllib3>=2.8.0
tenacity<10,>=8.0
mypy_extensions>=0.4.3
rarfile~=4.2
collate-data-diff[trino]
authlib>=1.6.9
jsonpatch<2.0,>=1.24
cassandra-driver>=3.28.0
numpy<3,>=2
cachetools
PyYAML~=6.0
databricks-sqlalchemy~=2.0.9
google-cloud
tabulate==0.9.0
requests-ntlm
sqlalchemy-pgspider
chardet==4.0.0
Brotli>=1.2.1
msal~=1.2
pyodbc~=5.3.0
google-cloud-monitoring>=2.0.0
psycopg2-binary
sqlalchemy-redshift~=1.0.0
google-crc32c

[all-dev-env:python_version < "3.11"]
adbc-driver-flightsql==1.12.0
pyarrow<26,>=23.0.1
adbc-driver-manager==1.12.0

[all-dev-env:python_version >= "3.11"]
adbc-driver-manager>=1.13.0
pyarrow<27,>=26.0.0
adbc-driver-flightsql>=1.13.0

[all:python_version < "3.11"]
adbc-driver-flightsql==1.12.0
pyarrow<26,>=23.0.1
adbc-driver-manager==1.12.0

[all:python_version >= "3.11"]
adbc-driver-manager>=1.13.0
pyarrow<27,>=26.0.0
adbc-driver-flightsql>=1.13.0

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.35.4

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

[backup]
azure-storage-blob
azure-identity~=1.12
boto3~=1.41.5

[bigquery]
numpy<3,>=2
sqlalchemy-bigquery>=1.15.0
google-cloud-datacatalog>=3.6.2
google-cloud-logging

[bigquery:python_version < "3.11"]
pyarrow<26,>=23.0.1

[bigquery:python_version >= "3.11"]
pyarrow<27,>=26.0.0

[bigtable]
numpy<3,>=2
pandas<3,>=2.2.2
google-cloud-bigtable>=2.0.0

[cassandra]
cassandra-driver>=3.28.0

[clickhouse]
clickhouse-driver~=0.2
clickhouse-sqlalchemy>=0.3
collate-data-diff[clickhouse]

[cockroach]
psycopg2-binary
sqlalchemy-cockroachdb~=2.0

[couchbase]
couchbase~=4.1

[dagster]
psycopg2-binary
pymysql~=1.0
dagster_graphql>=1.8.0
GeoAlchemy2~=0.12

[data-insight]
elasticsearch8~=8.9.0

[databricks]
databricks-sql-connector>=4.7.0
databricks-sdk~=0.20.0
databricks-sqlalchemy~=2.0.9
ndg-httpsclient~=0.5.1
thrift<1,>=0.25.0
pyOpenSSL>=26.0.0
pyasn1>=0.6.3

[datalake-azure]
cramjam~=2.7
avro<1.12,>=1.11.4
azure-storage-blob~=12.14
aiobotocore~=2.26.0
adlfs>=2023.1.0
asammdf<8.8,>=8.2
numpy<3,>=2
fastavro>=1.2.0
ijson~=3.4
pandas<3,>=2.2.2
azure-identity~=1.12
boto3~=1.41.5
canmatrix<1.3

[datalake-azure:python_version < "3.11"]
pyarrow<26,>=23.0.1

[datalake-azure:python_version >= "3.11"]
pyarrow<27,>=26.0.0

[datalake-gcs]
gcsfs~=2026.3
cramjam~=2.7
avro<1.12,>=1.11.4
aiobotocore~=2.26.0
asammdf<8.8,>=8.2
ijson~=3.4
numpy<3,>=2
fastavro>=1.2.0
pandas<3,>=2.2.2
google-cloud-monitoring>=2.0.0
boto3~=1.41.5
canmatrix<1.3
google-cloud-storage>=1.43.0

[datalake-gcs:python_version < "3.11"]
pyarrow<26,>=23.0.1

[datalake-gcs:python_version >= "3.11"]
pyarrow<27,>=26.0.0

[datalake-s3]
cramjam~=2.7
avro<1.12,>=1.11.4
aiobotocore~=2.26.0
asammdf<8.8,>=8.2
ijson~=3.4
numpy<3,>=2
s3fs~=2026.3
fastavro>=1.2.0
pandas<3,>=2.2.2
boto3~=1.41.5
canmatrix<1.3

[datalake-s3:python_version < "3.11"]
pyarrow<26,>=23.0.1

[datalake-s3:python_version >= "3.11"]
pyarrow<27,>=26.0.0

[db2]
ibm-db>=3.2.6
ibm-db-sa~=0.4.1

[db2-ibmi]

[dbt]
collate-dbt-artifacts-parser
azure-storage-blob~=12.14
google-cloud
azure-identity~=1.12
boto3~=1.41.5
google-cloud-storage>=1.43.0

[deltalake]
deltalake<0.20,>=0.19.0
delta-spark<4.0.0,>=3.0.0
pyspark==3.5.6

[deltalake-spark]
delta-spark<4.0.0,>=3.0.0
pyspark==3.5.6

[deltalake-storage]
deltalake<0.20,>=0.19.0

[dev]
mypy-boto3-glue
twine
scipy-stubs
pandas-stubs~=2.2
sqlalchemy-bigquery>=1.15.0
types-requests
build
basedpyright==1.39.3
nox
datamodel-code-generator==0.83.0
uvloop==0.21.0
google-auth-stubs
presidio-analyzer==2.2.358
avro<1.12,>=1.11.4
ruff~=0.15.12
grpcio-tools>=1.47.2
google-api-python-client-stubs
boto3-stubs
spacy<3.9,>=3.8.2
pre-commit
preshed<3.0.14

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]
pydoris==1.2.0

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

[e2e_test]
exasol-integration-test-docker-environment<7,>=6.0.0
luigi<=3.6.0,>=2.8.4
pytest-playwright
pytest-base-url
sqlalchemy_exasol<8,>=7.1.1

[elasticsearch]
elasticsearch8~=8.9.0

[exasol]
sqlalchemy_exasol<8,>=7.1.1

[exasol-test]
exasol-integration-test-docker-environment<7,>=6.0.0
luigi<=3.6.0,>=2.8.4

[gcs]
py7zr~=1.1.3
Brotli>=1.2.1
rarfile~=4.2
pandas<3,>=2.2.2
google-cloud-storage>=1.43.0

[gcs:python_version < "3.11"]
pyarrow<26,>=23.0.1

[gcs:python_version >= "3.11"]
pyarrow<27,>=26.0.0

[glue]
boto3~=1.41.5

[googledrive]
google-api-python-client>=2.0.0

[great-expectations]
great-expectations~=1.3

[greenplum]
psycopg2-binary
pymysql~=1.0
packaging
GeoAlchemy2~=0.12

[hive]
pure-transport==0.2.0
thrift-sasl~=0.4
impyla~=0.24.0
pure-sasl
pyhive[hive_pure_sasl]~=0.7
thrift<1,>=0.25.0
presto-types-parser>=0.0.2

[impala]
thrift-sasl~=0.4
pure-sasl
impyla[kerberos]~=0.24.0
thrift<1,>=0.25.0
presto-types-parser>=0.0.2

[iomete]
iomete-sqlalchemy>=1.0.22

[iomete:python_version < "3.11"]
adbc-driver-manager==1.12.0
adbc-driver-flightsql==1.12.0

[iomete:python_version >= "3.11"]
adbc-driver-flightsql>=1.13.0
adbc-driver-manager>=1.13.0

[kafka]
confluent_kafka[schemaregistry]<3,>=2.15.0
avro<1.12,>=1.11.4
fastavro>=1.2.0
grpcio-tools>=1.47.2
protobuf>=5.29.6

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

[looker]
looker-sdk!=24.18.0,>=22.20.0
lkml~=1.3
python-liquid
giturlparse
gitpython>=3.2.1

[mlflow]
mlflow-skinny<3.15,>=3.13.0

[mongo]
numpy<3,>=2
pymongo<5,>=4.18.2
pandas<3,>=2.2.2

[mssql]
sqlalchemy-pytds~=1.0
collate-data-diff[mssql]

[mssql-odbc]
collate-data-diff[mssql]
pyodbc~=5.3.0

[mysql]
pymysql~=1.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
collate-data-diff[mysql]

[nifi]

[openlineage]
confluent_kafka[schemaregistry]<3,>=2.15.0
avro<1.12,>=1.11.4
fastavro>=1.2.0
grpcio-tools>=1.47.2
protobuf>=5.29.6

[opensearch]
opensearch-py~=2.4.0

[oracle]
collate-data-diff[oracle]
oracledb~=1.2
cx_Oracle<9,>=8.3.0

[pandas]
numpy<3,>=2
pandas<3,>=2.2.2

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

[pii-processor]
numpy<3,>=2
pandas<3,>=2.2.2
spacy<3.9,>=3.8.2
preshed<3.0.14
presidio-analyzer==2.2.358

[pinotdb]
pinotdb~=5.0

[playwright]
exasol-integration-test-docker-environment<7,>=6.0.0
elasticsearch<9,>=8.10
Werkzeug>=3.0.6
asammdf<8.8,>=8.2
collate-dbt-artifacts-parser
s3fs~=2026.3
collate-data-diff[snowflake]
sqlalchemy-bigquery>=1.15.0
apache-airflow-providers-elasticsearch>=6.5.3
GeoAlchemy2~=0.12
azure-identity~=1.12
collate-data-diff[mysql]
snowflake-sqlalchemy>=1.11.0
opentelemetry-exporter-otlp==1.45.1
google-cloud-logging
protobuf>=5.29.6
ijson~=3.4
tornado>=6.5.9
presidio-analyzer==2.2.358
pytest-base-url
pymysql~=1.0
avro<1.12,>=1.11.4
fastavro>=1.2.0
sqlalchemy_exasol<8,>=7.1.1
google-cloud-datacatalog>=3.6.2
pytest-playwright
python-multipart>=0.0.31
canmatrix<1.3
snowflake-connector-python<5,>=4.7.3
confluent_kafka[schemaregistry]<3,>=2.15.0
aiobotocore~=2.26.0
numpy<3,>=2
mlflow-skinny<3.15,>=3.13.0
pandas<3,>=2.2.2
packaging
google-cloud
boto3~=1.41.5
attrs
apache-airflow-providers-http>=6.0.0
google-cloud-storage>=1.43.0
cramjam~=2.7
azure-storage-blob~=12.14
starlette>=0.49.1
grpcio-tools>=1.47.2
luigi<=3.6.0,>=2.8.4
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
apache-airflow==3.3.2
apache-airflow-providers-opensearch>=1.9.1
psycopg2-binary
preshed<3.0.14
sqlalchemy-redshift~=1.0.0
pygtrie<2.6

[playwright:python_version < "3.11"]
pyarrow<26,>=23.0.1

[playwright:python_version >= "3.11"]
pyarrow<27,>=26.0.0

[postgres]
psycopg2-binary
pymysql~=1.0
packaging
GeoAlchemy2~=0.12

[powerbi]
azure-storage-blob~=12.14
azure-identity~=1.12
msal~=1.2
boto3~=1.41.5
google-cloud-storage>=1.43.0

[prefect]

[presidio-analyzer]
preshed<3.0.14
presidio-analyzer==2.2.358

[presto]
pure-transport==0.2.0
pyhive[hive_pure_sasl]~=0.7
thrift<1,>=0.25.0
collate-data-diff[presto]
presto-types-parser>=0.0.2

[pubsub]
google-cloud-pubsub>=2.0.0

[pyarrow]

[pyarrow:python_version < "3.11"]
pyarrow<26,>=23.0.1

[pyarrow:python_version >= "3.11"]
pyarrow<27,>=26.0.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[questdb]
psycopg2-binary

[quicksight]
boto3~=1.41.5

[redash]
packaging

[redpanda]
confluent_kafka[schemaregistry]<3,>=2.15.0
avro<1.12,>=1.11.4
fastavro>=1.2.0
grpcio-tools>=1.47.2
protobuf>=5.29.6

[redshift]
psycopg2-binary
GeoAlchemy2~=0.12
sqlalchemy-redshift~=1.0.0

[s3]
py7zr~=1.1.3
Brotli>=1.2.1
rarfile~=4.2
pandas<3,>=2.2.2

[s3:python_version < "3.11"]
pyarrow<26,>=23.0.1

[s3:python_version >= "3.11"]
pyarrow<27,>=26.0.0

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

[sample-data]
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2
sqlalchemy-bigquery>=1.15.0
spacy<3.9,>=3.8.2
preshed<3.0.14
presidio-analyzer==2.2.358

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[sftp]
paramiko<6,>=3.5

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn<2,>=1.4.2

[slim]
mistune>=3.3.3
clickhouse-sqlalchemy>=0.3
pure-sasl
lxml>=6.1.0
azure-storage-blob
validators~=0.22.0
presto-types-parser>=0.0.2
oracledb~=1.2
kafka-connect-py==0.10.11
presidio-analyzer==2.2.358
gcsfs~=2026.3
pymysql~=1.0
jaraco.context>=6.1.0
avro<1.12,>=1.11.4
cached-property==1.5.2
sqlalchemy-cockroachdb~=2.0
databricks-sql-connector>=4.7.0
pydantic<3,>=2.12.5
google-api-python-client>=2.0.0
collate-data-diff[mssql]
shapely
pinotdb~=5.0
aiobotocore~=2.26.0
couchbase~=4.1
typing-inspect
pymongo<5,>=4.18.2
pandas<3,>=2.2.2
sqlalchemy<2.1,>=2.0.0
collate-data-diff>=0.11.17
cx_Oracle<9,>=8.3.0
elasticsearch8~=8.9.0
giturlparse
spacy<3.9,>=3.8.2
hdbcli
google-cloud-secret-manager==2.24.0
looker-sdk!=24.18.0,>=22.20.0
antlr4-python3-runtime==4.9.2
clickhouse-driver~=0.2
python-liquid
sqlalchemy-hana
impyla~=0.24.0
pymssql~=2.3.9
sqlalchemy-bigquery>=1.15.0
GeoAlchemy2~=0.12
azure-identity~=1.12
pydoris==1.2.0
trino[sqlalchemy]
google-cloud-logging
ijson~=3.4
setuptools>=83
py7zr~=1.1.3
Jinja2>=3.1.6
kubernetes<36,>=21.0.0
pydruid>=0.6.5
deltalake<0.20,>=0.19.0
memory-profiler
collate-data-diff[presto]
httpx~=0.28.0
canmatrix<1.3
certifi>=2026.10.19
cryptography>=48.0.1
simple_salesforce~=1.11
boto3~=1.41.5
email-validator>=2.0
pyOpenSSL>=26.0.0
collate-data-diff[oracle]
google-cloud-storage>=1.43.0
gitpython>=3.2.1
dagster_graphql>=1.8.0
azure-storage-blob~=12.14
thrift-sasl~=0.4
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[clickhouse]
Mako>=1.3.12
ndg-httpsclient~=0.5.1
teradatasqlalchemy==20.0.0.9
collate-data-diff[vertica]
thrift<1,>=0.25.0
requests-aws4auth~=1.1
pydantic-settings>=2.14.2,~=2.0
collate-sqllineage==2.1.9
teradatasql>=20.0.0.72
collate-dbt-artifacts-parser
asammdf<8.8,>=8.2
lkml~=1.3
neo4j~=5.3
collate-data-diff[snowflake]
opensearch-py~=2.4.0
python-dotenv>=0.19.0
pyhive[hive_pure_sasl]~=0.7
impyla[kerberos]~=0.24.0
collate-data-diff[mysql]
idna>=3.15
protobuf>=5.29.6
pydomo~=0.3
google-cloud-bigtable>=2.0.0
google-cloud-datacatalog>=3.6.2
jaraco.functools<4.2.0
snowflake-connector-python<5,>=4.7.3
confluent_kafka[schemaregistry]<3,>=2.15.0
adlfs>=2023.1.0
mlflow-skinny<3.15,>=3.13.0
packaging
pyathena~=3.35.4
cramjam~=2.7
pure-transport==0.2.0
grpcio-tools>=1.47.2
paramiko<6,>=3.5
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
PyJWT>=2.15.0
python-dateutil>=2.8.1
pyasn1>=0.6.3
preshed<3.0.14
tableauserverclient==0.40
iomete-sqlalchemy>=1.0.22
sqlalchemy-pytds~=1.0
s3fs~=2026.3
websocket-client~=1.6.1
dbt-extractor>=0.5.0
requests>=2.33.0
snowflake-sqlalchemy>=1.11.0
azure-keyvault-secrets
google-cloud-pubsub>=2.0.0
databricks-sdk~=0.20.0
importlib-metadata>=4.13.0
fastavro>=1.2.0
sqlalchemy_exasol<8,>=7.1.1
urllib3>=2.8.0
tenacity<10,>=8.0
mypy_extensions>=0.4.3
rarfile~=4.2
collate-data-diff[trino]
authlib>=1.6.9
jsonpatch<2.0,>=1.24
cassandra-driver>=3.28.0
numpy<3,>=2
cachetools
PyYAML~=6.0
databricks-sqlalchemy~=2.0.9
google-cloud
tabulate==0.9.0
requests-ntlm
sqlalchemy-pgspider
chardet==4.0.0
Brotli>=1.2.1
msal~=1.2
pyodbc~=5.3.0
google-cloud-monitoring>=2.0.0
psycopg2-binary
sqlalchemy-redshift~=1.0.0
google-crc32c

[slim:python_version < "3.11"]
adbc-driver-flightsql==1.12.0
pyarrow<26,>=23.0.1
adbc-driver-manager==1.12.0

[slim:python_version >= "3.11"]
adbc-driver-manager>=1.13.0
pyarrow<27,>=26.0.0
adbc-driver-flightsql>=1.13.0

[snowflake]
snowflake-connector-python<5,>=4.7.3
collate-data-diff[snowflake]
snowflake-sqlalchemy>=1.11.0

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

[tableau]
validators~=0.22.0
tableauserverclient==0.40
packaging

[teradata]
teradatasql>=20.0.0.72
teradatasqlalchemy==20.0.0.9

[test]
teradatasql>=20.0.0.72
collate-dbt-artifacts-parser
lkml~=1.3
asammdf<8.8,>=8.2
pytest-xdist~=3.5
neo4j~=5.3
clickhouse-sqlalchemy>=0.3
opensearch-py~=2.4.0
pyspark==3.5.6
pyhive[hive_pure_sasl]~=0.7
validators~=0.22.0
skops
collate-data-diff[mysql]
opentelemetry-exporter-otlp==1.45.1
locust~=2.32.0
protobuf>=5.29.6
presidio-analyzer==2.2.358
oracledb~=1.2
kafka-connect-py==0.10.11
gcsfs~=2026.3
sqlalchemy-cockroachdb~=2.0
avro<1.12,>=1.11.4
pymysql~=1.0
pydomo~=0.3
databricks-sql-connector>=4.7.0
google-cloud-bigtable>=2.0.0
google-cloud-datacatalog>=3.6.2
boto3-stubs
collate-data-diff[mssql]
dirty-equals
confluent_kafka[schemaregistry]<3,>=2.15.0
aiobotocore~=2.26.0
mlflow-skinny<3.15,>=3.13.0
pymongo<5,>=4.18.2
pytest==7.0.1
testcontainers~=4.8.0
pandas<3,>=2.2.2
freezegun
kafka-python==2.3.2
pyathena~=3.35.4
pytest-cov
delta-spark<4.0.0,>=3.0.0
cramjam~=2.7
cx_Oracle<9,>=8.3.0
grpcio-tools>=1.47.2
paramiko<6,>=3.5
elasticsearch8~=8.9.0
giturlparse
scikit-learn<2,>=1.4.2
spacy<3.9,>=3.8.2
pygtrie<2.6
preshed<3.0.14
tableauserverclient==0.40
looker-sdk!=24.18.0,>=22.20.0
exasol-integration-test-docker-environment<7,>=6.0.0
clickhouse-driver~=0.2
sqlalchemy-pytds~=1.0
python-liquid
s3fs~=2026.3
sqlalchemy-bigquery>=1.15.0
GeoAlchemy2~=0.12
pydoris==1.2.0
trino[sqlalchemy]
snowflake-sqlalchemy>=1.11.0
ijson~=3.4
google-cloud-logging
minio==7.2.5
databricks-sdk~=0.20.0
fastavro>=1.2.0
sqlalchemy_exasol<8,>=7.1.1
deltalake<0.20,>=0.19.0
faker==37.1.0
requests<3,>=2.33.0
canmatrix<1.3
factory-boy~=3.3.3
mypy-boto3-glue
pytest-order
pytest-timeout~=2.4
cassandra-driver>=3.28.0
numpy<3,>=2
boto3~=1.41.5
sqlalchemy-pgspider
collate-data-diff[oracle]
google-cloud-storage>=1.43.0
dagster_graphql>=1.8.0
coverage
sqlalchemy-vertica[vertica-python]>=0.0.5
luigi<=3.6.0,>=2.8.4
collate-data-diff[clickhouse]
great-expectations~=1.3
collate-data-diff[vertica]
teradatasqlalchemy==20.0.0.9
apache-airflow==3.3.2
google-cloud-monitoring>=2.0.0
psycopg2-binary

[test-unit]
teradatasql>=20.0.0.72
pytest-order
pytest-timeout~=2.4
pytest==7.0.1
pytest-rerunfailures
sqlalchemy_exasol<8,>=7.1.1
teradatasqlalchemy==20.0.0.9
faker==37.1.0
testcontainers
pytest-cov
dirty-equals
factory-boy~=3.3.3

[test:python_version < "3.11"]
pyarrow<26,>=23.0.1

[test:python_version >= "3.11"]
pyarrow<27,>=26.0.0

[trino]
collate-data-diff[trino]
trino[sqlalchemy]

[vertica]
collate-data-diff[vertica]
sqlalchemy-vertica[vertica-python]>=0.0.5
