httpx~=0.28.0
google-crc32c
lxml>=6.1.0
packaging
pymysql~=1.0
cached-property==1.5.2
idna>=3.15
python-dateutil>=2.8.1
importlib-metadata>=4.13.0
tenacity<10,>=8.0
sqlalchemy<3,>=2.0.0
email-validator>=2.0
chardet==4.0.0
google-cloud-secret-manager==2.24.0
mypy_extensions>=0.4.3
PyJWT>=2.13.0
collate-data-diff>=0.11.17
shapely
boto3~=1.41.5
requests-aws4auth~=1.1
cryptography>=48.0.1
pydantic<3,>=2.12.5
python-dotenv>=0.19.0
jsonpatch<2.0,>=1.24
jaraco.functools<4.2.0
kubernetes<36,>=21.0.0
dbt-extractor>=0.5.0
memory-profiler
typing-inspect
jaraco.context>=6.1.0
azure-identity~=1.12
collate-sqllineage==2.1.7
cachetools
requests>=2.32.4
Mako>=1.3.12
mistune>=3.3.0
pydantic-settings>=2.14.2,~=2.0
PyYAML~=6.0
setuptools>=78.1.1
azure-keyvault-secrets
tabulate==0.9.0
antlr4-python3-runtime==4.9.2
Jinja2>=3.1.6

[airflow]
Werkzeug>=3.0.6
tornado>=6.5.7
elasticsearch<9,>=8.10
apache-airflow-providers-opensearch>=1.9.1
starlette>=0.49.1
python-multipart>=0.0.31
pygtrie<2.6
apache-airflow-providers-http>=6.0.0
apache-airflow==3.3.2
opentelemetry-exporter-otlp==1.37.0
apache-airflow-providers-elasticsearch>=6.5.3
attrs

[all]
collate-dbt-artifacts-parser
google-crc32c
lxml>=6.1.0
packaging
ijson~=3.4
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
pyarrow<26,>=23.0.1
opensearch-py~=2.4.0
iomete-sqlalchemy>=1.0.22
pyathena~=3.35.4
azure-storage-blob~=12.14
asammdf<8.8,>=8.2
chardet==4.0.0
impyla[kerberos]~=0.24.0
mypy_extensions>=0.4.3
google-cloud
boto3~=1.41.5
requests-aws4auth~=1.1
databricks-sdk~=0.20.0
google-cloud-datacatalog>=3.6.2
pydantic<3,>=2.12.5
protobuf>=5.29.6
GeoAlchemy2~=0.12
jsonpatch<2.0,>=1.24
pydoris==1.2.0
collate-data-diff[mysql]
jaraco.functools<4.2.0
trino[sqlalchemy]
fastavro>=1.2.0
typing-inspect
kafka-connect-py==0.10.11
spacy<3.9,>=3.8.2
Mako>=1.3.12
setuptools>=78.1.1
pandas<3,>=2.2.2
google-cloud-monitoring>=2.0.0
azure-keyvault-secrets
sqlalchemy-bigquery>=1.15.0
google-cloud-bigtable>=2.0.0
thrift-sasl~=0.4
antlr4-python3-runtime==4.9.2
Jinja2>=3.1.6
looker-sdk!=24.18.0,>=22.20.0
impyla~=0.24.0
cached-property==1.5.2
confluent_kafka<=2.6.1,>=2.1.1
aiobotocore~=2.26.0
google-cloud-pubsub>=2.0.0
psycopg2-binary
importlib-metadata>=4.13.0
tenacity<10,>=8.0
pyasn1>=0.6.3
validators~=0.22.0
numpy<3,>=2
websocket-client~=1.6.1
sqlalchemy<3,>=2.0.0
neo4j~=5.3
sqlalchemy-vertica[vertica-python]>=0.0.5
snowflake-sqlalchemy>=1.8.0
requests-ntlm
shapely
adlfs>=2023.1.0
py7zr~=1.1.0
sqlalchemy-hana
avro<1.12,>=1.11.4
lkml~=1.3
memory-profiler
python-liquid
couchbase~=4.1
requests>=2.32.4
mistune>=3.3.0
pydantic-settings>=2.14.2,~=2.0
scikit-learn<2,>=1.4.2
azure-storage-blob
thrift<1,>=0.24.0
teradatasqlalchemy==20.0.0.2
collate-data-diff[presto]
collate-data-diff[oracle]
httpx~=0.28.0
dagster_graphql>=1.8.0
collate-data-diff[snowflake]
idna>=3.15
pyodbc~=5.3.0
collate-data-diff[trino]
pydruid>=0.6.5
sqlalchemy_exasol<8,>=7.1.1
collate-data-diff>=0.11.17
adbc-driver-flightsql
collate-data-diff[vertica]
pymongo~=4.3
sqlalchemy-redshift~=1.0.0
pinotdb~=5.0
collate-data-diff[mssql]
databricks-sql-connector>=4.0.0
deltalake<0.20,>=0.19.0
clickhouse-sqlalchemy>=0.3
sqlalchemy-pgspider
azure-identity~=1.12
pyspark==3.5.6
tableauserverclient==0.40
collate-sqllineage==2.1.7
sqlalchemy-pytds~=1.0
collate-data-diff[clickhouse]
pydomo~=0.3
cachetools
PyYAML~=6.0
google-cloud-storage>=1.43.0
simple_salesforce~=1.11
cramjam~=2.7
elasticsearch8~=8.9.0
gcsfs~=2026.3
google-cloud-logging
tabulate==0.9.0
s3fs~=2026.3
grpcio-tools>=1.47.2
delta-spark<4.0.0,>=3.0.0
pymysql~=1.0
pyOpenSSL>=26.0.0
python-dateutil>=2.8.1
pure-transport==0.2.0
presidio-analyzer==2.2.358
email-validator>=2.0
sqlalchemy-cockroachdb~=2.0
databricks-sqlalchemy~=2.0.9
google-cloud-secret-manager==2.24.0
PyJWT>=2.13.0
oracledb~=1.2
cryptography>=48.0.1
python-dotenv>=0.19.0
presto-types-parser>=0.0.2
pymssql~=2.3.9
kubernetes<36,>=21.0.0
dbt-extractor>=0.5.0
mlflow-skinny<3.15,>=3.13.0
cassandra-driver>=3.28.0
jaraco.context>=6.1.0
pure-sasl
clickhouse-driver~=0.2
google-api-python-client>=2.0.0
rarfile~=4.2
authlib>=1.6.9
cx_Oracle<9,>=8.3.0
adbc-driver-manager
ndg-httpsclient~=0.5.1
gitpython>=3.1.50
pyhive[hive_pure_sasl]~=0.7
msal~=1.2
paramiko<6,>=3.5
giturlparse
hdbcli

[all-dev-env]
collate-dbt-artifacts-parser
google-crc32c
lxml>=6.1.0
packaging
ijson~=3.4
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
pyarrow<26,>=23.0.1
opensearch-py~=2.4.0
iomete-sqlalchemy>=1.0.22
pyathena~=3.35.4
azure-storage-blob~=12.14
asammdf<8.8,>=8.2
chardet==4.0.0
impyla[kerberos]~=0.24.0
mypy_extensions>=0.4.3
google-cloud
boto3~=1.41.5
requests-aws4auth~=1.1
databricks-sdk~=0.20.0
google-cloud-datacatalog>=3.6.2
pydantic<3,>=2.12.5
protobuf>=5.29.6
GeoAlchemy2~=0.12
jsonpatch<2.0,>=1.24
pydoris==1.2.0
collate-data-diff[mysql]
jaraco.functools<4.2.0
trino[sqlalchemy]
fastavro>=1.2.0
typing-inspect
kafka-connect-py==0.10.11
spacy<3.9,>=3.8.2
Mako>=1.3.12
setuptools>=78.1.1
pandas<3,>=2.2.2
google-cloud-monitoring>=2.0.0
azure-keyvault-secrets
sqlalchemy-bigquery>=1.15.0
google-cloud-bigtable>=2.0.0
thrift-sasl~=0.4
antlr4-python3-runtime==4.9.2
Jinja2>=3.1.6
looker-sdk!=24.18.0,>=22.20.0
impyla~=0.24.0
cached-property==1.5.2
confluent_kafka<=2.6.1,>=2.1.1
aiobotocore~=2.26.0
google-cloud-pubsub>=2.0.0
psycopg2-binary
importlib-metadata>=4.13.0
tenacity<10,>=8.0
pyasn1>=0.6.3
validators~=0.22.0
numpy<3,>=2
websocket-client~=1.6.1
sqlalchemy<3,>=2.0.0
neo4j~=5.3
sqlalchemy-vertica[vertica-python]>=0.0.5
snowflake-sqlalchemy>=1.8.0
requests-ntlm
shapely
adlfs>=2023.1.0
py7zr~=1.1.0
sqlalchemy-hana
avro<1.12,>=1.11.4
lkml~=1.3
memory-profiler
python-liquid
couchbase~=4.1
requests>=2.32.4
mistune>=3.3.0
pydantic-settings>=2.14.2,~=2.0
scikit-learn<2,>=1.4.2
azure-storage-blob
thrift<1,>=0.24.0
teradatasqlalchemy==20.0.0.2
collate-data-diff[presto]
collate-data-diff[oracle]
httpx~=0.28.0
dagster_graphql>=1.8.0
collate-data-diff[snowflake]
idna>=3.15
pyodbc~=5.3.0
collate-data-diff[trino]
pydruid>=0.6.5
sqlalchemy_exasol<8,>=7.1.1
collate-data-diff>=0.11.17
adbc-driver-flightsql
collate-data-diff[vertica]
pymongo~=4.3
sqlalchemy-redshift~=1.0.0
pinotdb~=5.0
collate-data-diff[mssql]
databricks-sql-connector>=4.0.0
deltalake<0.20,>=0.19.0
clickhouse-sqlalchemy>=0.3
sqlalchemy-pgspider
azure-identity~=1.12
pyspark==3.5.6
tableauserverclient==0.40
collate-sqllineage==2.1.7
sqlalchemy-pytds~=1.0
collate-data-diff[clickhouse]
pydomo~=0.3
cachetools
PyYAML~=6.0
google-cloud-storage>=1.43.0
simple_salesforce~=1.11
cramjam~=2.7
elasticsearch8~=8.9.0
gcsfs~=2026.3
google-cloud-logging
tabulate==0.9.0
s3fs~=2026.3
grpcio-tools>=1.47.2
delta-spark<4.0.0,>=3.0.0
pymysql~=1.0
pyOpenSSL>=26.0.0
python-dateutil>=2.8.1
pure-transport==0.2.0
presidio-analyzer==2.2.358
email-validator>=2.0
sqlalchemy-cockroachdb~=2.0
databricks-sqlalchemy~=2.0.9
google-cloud-secret-manager==2.24.0
PyJWT>=2.13.0
oracledb~=1.2
cryptography>=48.0.1
python-dotenv>=0.19.0
presto-types-parser>=0.0.2
kubernetes<36,>=21.0.0
dbt-extractor>=0.5.0
mlflow-skinny<3.15,>=3.13.0
cassandra-driver>=3.28.0
jaraco.context>=6.1.0
pure-sasl
clickhouse-driver~=0.2
google-api-python-client>=2.0.0
rarfile~=4.2
authlib>=1.6.9
cx_Oracle<9,>=8.3.0
adbc-driver-manager
ndg-httpsclient~=0.5.1
gitpython>=3.1.50
pyhive[hive_pure_sasl]~=0.7
msal~=1.2
paramiko<6,>=3.5
giturlparse
hdbcli

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.35.4

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

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

[bigquery]
numpy<3,>=2
pyarrow<26,>=23.0.1
sqlalchemy-bigquery>=1.15.0
google-cloud-logging
google-cloud-datacatalog>=3.6.2

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

[databricks]
databricks-sqlalchemy~=2.0.9
databricks-sql-connector>=4.0.0
ndg-httpsclient~=0.5.1
pyOpenSSL>=26.0.0
pyasn1>=0.6.3
databricks-sdk~=0.20.0

[datalake-azure]
numpy<3,>=2
asammdf<8.8,>=8.2
ijson~=3.4
avro<1.12,>=1.11.4
pandas<3,>=2.2.2
fastavro>=1.2.0
pyarrow<26,>=23.0.1
cramjam~=2.7
aiobotocore~=2.26.0
adlfs>=2023.1.0
azure-storage-blob~=12.14
azure-identity~=1.12
boto3~=1.41.5

[datalake-gcs]
numpy<3,>=2
asammdf<8.8,>=8.2
ijson~=3.4
avro<1.12,>=1.11.4
pandas<3,>=2.2.2
google-cloud-storage>=1.43.0
google-cloud-monitoring>=2.0.0
fastavro>=1.2.0
pyarrow<26,>=23.0.1
cramjam~=2.7
aiobotocore~=2.26.0
gcsfs~=2026.3
boto3~=1.41.5

[datalake-s3]
numpy<3,>=2
asammdf<8.8,>=8.2
ijson~=3.4
avro<1.12,>=1.11.4
pandas<3,>=2.2.2
fastavro>=1.2.0
pyarrow<26,>=23.0.1
cramjam~=2.7
aiobotocore~=2.26.0
boto3~=1.41.5
s3fs~=2026.3

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

[db2-ibmi]

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

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

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

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

[dev]
mypy-boto3-glue
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
datamodel-code-generator==0.64.0
boto3-stubs
google-api-python-client-stubs
twine
google-auth-stubs
types-requests
spacy<3.9,>=3.8.2
pre-commit
ruff~=0.15.12
presidio-analyzer==2.2.358
pandas-stubs~=2.2
nox
basedpyright==1.39.3
build
sqlalchemy-bigquery>=1.15.0
scipy-stubs
uvloop==0.21.0

[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
sqlalchemy_exasol<8,>=7.1.1
pytest-base-url
pytest-playwright

[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]
pyarrow<26,>=23.0.1
rarfile~=4.2
py7zr~=1.1.0
pandas<3,>=2.2.2
google-cloud-storage>=1.43.0

[glue]
boto3~=1.41.5

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

[great-expectations]
great-expectations~=1.3

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

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

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

[iomete]
iomete-sqlalchemy>=1.0.22
adbc-driver-flightsql
adbc-driver-manager

[kafka]
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
fastavro>=1.2.0
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
gitpython>=3.1.50
lkml~=1.3
python-liquid
giturlparse

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

[mongo]
numpy<3,>=2
pymongo~=4.3
pandas<3,>=2.2.2

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

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

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

[nifi]

[openlineage]
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
fastavro>=1.2.0
protobuf>=5.29.6

[opensearch]
opensearch-py~=2.4.0

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

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

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

[playwright]
collate-dbt-artifacts-parser
grpcio-tools>=1.47.2
ijson~=3.4
packaging
pymysql~=1.0
collate-data-diff[snowflake]
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
apache-airflow==3.3.2
pyarrow<26,>=23.0.1
confluent_kafka<=2.6.1,>=2.1.1
aiobotocore~=2.26.0
psycopg2-binary
azure-storage-blob~=12.14
exasol-integration-test-docker-environment<7,>=6.0.0
asammdf<8.8,>=8.2
luigi<=3.6.0,>=2.8.4
numpy<3,>=2
presidio-analyzer==2.2.358
tornado>=6.5.7
elasticsearch<9,>=8.10
starlette>=0.49.1
sqlalchemy_exasol<8,>=7.1.1
snowflake-sqlalchemy>=1.8.0
pytest-playwright
apache-airflow-providers-elasticsearch>=6.5.3
google-cloud
sqlalchemy-redshift~=1.0.0
boto3~=1.41.5
google-cloud-datacatalog>=3.6.2
protobuf>=5.29.6
GeoAlchemy2~=0.12
apache-airflow-providers-opensearch>=1.9.1
avro<1.12,>=1.11.4
collate-data-diff[mysql]
pygtrie<2.6
fastavro>=1.2.0
mlflow-skinny<3.15,>=3.13.0
opentelemetry-exporter-otlp==1.37.0
azure-identity~=1.12
pytest-base-url
Werkzeug>=3.0.6
attrs
python-multipart>=0.0.31
apache-airflow-providers-http>=6.0.0
pandas<3,>=2.2.2
google-cloud-storage>=1.43.0
cramjam~=2.7
sqlalchemy-bigquery>=1.15.0
google-cloud-logging
s3fs~=2026.3

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

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

[prefect]

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pure-transport==0.2.0
pyhive[hive_pure_sasl]~=0.7
presto-types-parser>=0.0.2
collate-data-diff[presto]

[pubsub]
google-cloud-pubsub>=2.0.0

[pyarrow]
pyarrow<26,>=23.0.1

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[questdb]
psycopg2-binary

[quicksight]
boto3~=1.41.5

[redash]
packaging

[redpanda]
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
fastavro>=1.2.0
protobuf>=5.29.6

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

[s3]
pyarrow<26,>=23.0.1
pandas<3,>=2.2.2
rarfile~=4.2
py7zr~=1.1.0

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[sftp]
paramiko<6,>=3.5

[singlestore]
pymysql~=1.0

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

[slim]
collate-data-diff[oracle]
collate-dbt-artifacts-parser
httpx~=0.28.0
google-crc32c
lxml>=6.1.0
packaging
dagster_graphql>=1.8.0
ijson~=3.4
collate-data-diff[snowflake]
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
pyarrow<26,>=23.0.1
opensearch-py~=2.4.0
iomete-sqlalchemy>=1.0.22
idna>=3.15
pyodbc~=5.3.0
pyathena~=3.35.4
azure-storage-blob~=12.14
asammdf<8.8,>=8.2
collate-data-diff[trino]
chardet==4.0.0
impyla[kerberos]~=0.24.0
pydruid>=0.6.5
mypy_extensions>=0.4.3
sqlalchemy_exasol<8,>=7.1.1
collate-data-diff>=0.11.17
adbc-driver-flightsql
collate-data-diff[vertica]
pymongo~=4.3
google-cloud
sqlalchemy-redshift~=1.0.0
boto3~=1.41.5
requests-aws4auth~=1.1
databricks-sdk~=0.20.0
google-cloud-datacatalog>=3.6.2
pydantic<3,>=2.12.5
protobuf>=5.29.6
GeoAlchemy2~=0.12
collate-data-diff[mssql]
pinotdb~=5.0
jsonpatch<2.0,>=1.24
pydoris==1.2.0
collate-data-diff[mysql]
jaraco.functools<4.2.0
trino[sqlalchemy]
fastavro>=1.2.0
databricks-sql-connector>=4.0.0
deltalake<0.20,>=0.19.0
clickhouse-sqlalchemy>=0.3
sqlalchemy-pgspider
typing-inspect
kafka-connect-py==0.10.11
azure-identity~=1.12
spacy<3.9,>=3.8.2
tableauserverclient==0.40
collate-sqllineage==2.1.7
sqlalchemy-pytds~=1.0
collate-data-diff[clickhouse]
pydomo~=0.3
cachetools
Mako>=1.3.12
PyYAML~=6.0
setuptools>=78.1.1
pandas<3,>=2.2.2
google-cloud-storage>=1.43.0
google-cloud-monitoring>=2.0.0
simple_salesforce~=1.11
cramjam~=2.7
elasticsearch8~=8.9.0
gcsfs~=2026.3
azure-keyvault-secrets
sqlalchemy-bigquery>=1.15.0
google-cloud-logging
tabulate==0.9.0
antlr4-python3-runtime==4.9.2
google-cloud-bigtable>=2.0.0
thrift-sasl~=0.4
Jinja2>=3.1.6
s3fs~=2026.3
grpcio-tools>=1.47.2
pymysql~=1.0
looker-sdk!=24.18.0,>=22.20.0
impyla~=0.24.0
cached-property==1.5.2
confluent_kafka<=2.6.1,>=2.1.1
aiobotocore~=2.26.0
pyOpenSSL>=26.0.0
google-cloud-pubsub>=2.0.0
python-dateutil>=2.8.1
importlib-metadata>=4.13.0
tenacity<10,>=8.0
psycopg2-binary
pyasn1>=0.6.3
validators~=0.22.0
numpy<3,>=2
pure-transport==0.2.0
websocket-client~=1.6.1
sqlalchemy<3,>=2.0.0
email-validator>=2.0
sqlalchemy-cockroachdb~=2.0
presidio-analyzer==2.2.358
databricks-sqlalchemy~=2.0.9
google-cloud-secret-manager==2.24.0
PyJWT>=2.13.0
neo4j~=5.3
sqlalchemy-vertica[vertica-python]>=0.0.5
snowflake-sqlalchemy>=1.8.0
requests-ntlm
shapely
adlfs>=2023.1.0
py7zr~=1.1.0
oracledb~=1.2
cryptography>=48.0.1
python-dotenv>=0.19.0
sqlalchemy-hana
presto-types-parser>=0.0.2
pymssql~=2.3.9
avro<1.12,>=1.11.4
kubernetes<36,>=21.0.0
dbt-extractor>=0.5.0
mlflow-skinny<3.15,>=3.13.0
cassandra-driver>=3.28.0
lkml~=1.3
memory-profiler
python-liquid
jaraco.context>=6.1.0
pure-sasl
couchbase~=4.1
clickhouse-driver~=0.2
google-api-python-client>=2.0.0
requests>=2.32.4
rarfile~=4.2
mistune>=3.3.0
pydantic-settings>=2.14.2,~=2.0
cx_Oracle<9,>=8.3.0
authlib>=1.6.9
adbc-driver-manager
ndg-httpsclient~=0.5.1
gitpython>=3.1.50
azure-storage-blob
msal~=1.2
pyhive[hive_pure_sasl]~=0.7
thrift<1,>=0.24.0
paramiko<6,>=3.5
teradatasqlalchemy==20.0.0.2
giturlparse
hdbcli
collate-data-diff[presto]

[snowflake]
collate-data-diff[snowflake]
snowflake-sqlalchemy>=1.8.0

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
collate-data-diff[oracle]
collate-dbt-artifacts-parser
ijson~=3.4
pytest-xdist~=3.5
dagster_graphql>=1.8.0
pytest-order
apache-airflow==3.3.2
pyarrow<26,>=23.0.1
opensearch-py~=2.4.0
freezegun
pyathena~=3.35.4
asammdf<8.8,>=8.2
minio==7.2.5
sqlalchemy_exasol<8,>=7.1.1
collate-data-diff[vertica]
pymongo~=4.3
boto3~=1.41.5
databricks-sdk~=0.20.0
google-cloud-datacatalog>=3.6.2
protobuf>=5.29.6
collate-data-diff[mssql]
GeoAlchemy2~=0.12
pydoris==1.2.0
great-expectations~=1.3
dirty-equals
collate-data-diff[mysql]
pytest==7.0.1
trino[sqlalchemy]
fastavro>=1.2.0
databricks-sql-connector>=4.0.0
deltalake<0.20,>=0.19.0
sqlalchemy-pgspider
clickhouse-sqlalchemy>=0.3
kafka-python==2.0.2
kafka-connect-py==0.10.11
pyspark==3.5.6
spacy<3.9,>=3.8.2
tableauserverclient==0.40
sqlalchemy-pytds~=1.0
pydomo~=0.3
collate-data-diff[clickhouse]
pandas<3,>=2.2.2
google-cloud-storage>=1.43.0
google-cloud-monitoring>=2.0.0
elasticsearch8~=8.9.0
cramjam~=2.7
testcontainers~=4.8.0
gcsfs~=2026.3
google-cloud-bigtable>=2.0.0
sqlalchemy-bigquery>=1.15.0
google-cloud-logging
s3fs~=2026.3
grpcio-tools>=1.47.2
locust~=2.32.0
delta-spark<4.0.0,>=3.0.0
pymysql~=1.0
looker-sdk!=24.18.0,>=22.20.0
boto3-stubs
requests<3,>=2.32.4
confluent_kafka<=2.6.1,>=2.1.1
aiobotocore~=2.26.0
pytest-timeout~=2.4
faker==37.1.0
psycopg2-binary
exasol-integration-test-docker-environment<7,>=6.0.0
luigi<=3.6.0,>=2.8.4
validators~=0.22.0
numpy<3,>=2
presidio-analyzer==2.2.358
sqlalchemy-cockroachdb~=2.0
skops
neo4j~=5.3
sqlalchemy-vertica[vertica-python]>=0.0.5
snowflake-sqlalchemy>=1.8.0
oracledb~=1.2
factory-boy~=3.3.3
mypy-boto3-glue
pytest-cov
avro<1.12,>=1.11.4
pygtrie<2.6
coverage
cassandra-driver>=3.28.0
mlflow-skinny<3.15,>=3.13.0
lkml~=1.3
opentelemetry-exporter-otlp==1.37.0
python-liquid
clickhouse-driver~=0.2
scikit-learn<2,>=1.4.2
cx_Oracle<9,>=8.3.0
pyhive[hive_pure_sasl]~=0.7
paramiko<6,>=3.5
teradatasqlalchemy==20.0.0.2
giturlparse

[test-unit]
pytest-cov
dirty-equals
pytest-rerunfailures
pytest==7.0.1
pytest-order
sqlalchemy_exasol<8,>=7.1.1
pytest-timeout~=2.4
faker==37.1.0
teradatasqlalchemy==20.0.0.2
testcontainers
factory-boy~=3.3.3

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

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