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Comments (4)

RobinL avatar RobinL commented on June 16, 2024

Wed need to see your full script to be able to help with this, there seems to be something weird going on with �[4m)�[0m

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mloriagb avatar mloriagb commented on June 16, 2024

Yeah, noticed that too, and let me add it here.

`%pip install 'splink[spark]'
dbutils.library.restartPython()

spark.conf.set("spark.default.parelleism","50")
spark = SparkSession.builder.getOrCreate()

df = spark.sql("SELECT unique_id, column1, creation_date FROM table")

settings = {
"link_type": "dedupe_only",
"comparisons": [
ctl.name_comparison("column1"),
],
"blocking_rules_to_generate_predictions": [
{'blocking_rule':'l.column1= r.column1','salting_partitions':4}
],
"retain_matching_columns": True,
"retain_intermediate_calculation_columns": True,
"sql_dialect":"databricks"
}

linker = SparkLinker(df,settings,spark=spark)
linker.estimate_u_using_random_sampling(max_pairs=1e7)
block_rule = "l.column1= r.column1"
linker.estimate_parameters_using_expectation_maximisation(block_rule)
`

Here's the script so far.

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RobinL avatar RobinL commented on June 16, 2024

You need more than a single comparison, see the note here:
https://github.com/moj-analytical-services/splink?tab=readme-ov-file#what-data-does-splink-work-best-with

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mloriagb avatar mloriagb commented on June 16, 2024

I got a better understanding now around the comparisons, thanks for clarifying.

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