diff --git a/docs/bigquery.md b/docs/bigquery.md
index a3a20bba..a31ecbd9 100644
--- a/docs/bigquery.md
+++ b/docs/bigquery.md
@@ -464,6 +464,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [next_day](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.next_day.html)
* [nth_value](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nth_value.html)
* [ntile](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.ntile.html)
+* [nullifzero](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nullifzero.html)
* [octet_length](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.octet_length.html)
* [overlay](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.overlay.html)
* [percent_rank](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.percent_rank.html)
@@ -497,6 +498,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [sec](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sec.html)
* [second](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.second.html)
* [sequence](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sequence.html)
+* [session_user](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.session_user.html)
* [sha](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sha.html)
* [sha1](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sha1.html)
* [shiftLeft](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftLeft.html)
@@ -547,6 +549,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [unix_millis](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_millis.html)
* [unix_seconds](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_seconds.html)
* [unix_timestamp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_timestamp.html)
+* [uuid](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.uuid.html)
* [upper](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.upper.html)
* [var_pop](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.var_pop.html)
* [var_samp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.var_samp.html)
@@ -554,6 +557,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [weekofyear](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.weekofyear.html)
* [when](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.when.html)
* [year](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.year.html)
+* [zeroifnull](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.zeroifnull.html)
### GroupedData Class
diff --git a/docs/docs/bigquery.md b/docs/docs/bigquery.md
index e55cc6ea..bae5a95a 100644
--- a/docs/docs/bigquery.md
+++ b/docs/docs/bigquery.md
@@ -317,6 +317,7 @@ print(session.catalog.listColumns(table_path))
* [next_day](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.next_day.html)
* [nth_value](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nth_value.html)
* [ntile](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.ntile.html)
+* [nullifzero](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nullifzero.html)
* [octet_length](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.octet_length.html)
* [overlay](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.overlay.html)
* [percent_rank](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.percent_rank.html)
@@ -344,6 +345,7 @@ print(session.catalog.listColumns(table_path))
* [sec](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sec.html)
* [second](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.second.html)
* [sequence](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sequence.html)
+* [session_user](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.session_user.html)
* [sha1](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sha1.html)
* [shiftLeft](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftLeft.html)
* [shiftRight](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftRight.html)
@@ -388,6 +390,7 @@ print(session.catalog.listColumns(table_path))
* [unhex](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unhex.html)
* [unix_timestamp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_timestamp.html)
* [The format string should be in BigQuery syntax](https://cloud.google.com/bigquery/docs/reference/standard-sql/format-elements)
+* [uuid](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.uuid.html)
* [upper](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.upper.html)
* [var_pop](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.var_pop.html)
* [var_samp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.var_samp.html)
@@ -395,6 +398,7 @@ print(session.catalog.listColumns(table_path))
* [weekofyear](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.weekofyear.html)
* [when](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.when.html)
* [year](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.year.html)
+* [zeroifnull](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.zeroifnull.html)
### GroupedData Class
diff --git a/docs/docs/duckdb.md b/docs/docs/duckdb.md
index 2e5800f7..51804389 100644
--- a/docs/docs/duckdb.md
+++ b/docs/docs/duckdb.md
@@ -223,6 +223,7 @@ df_store = session.createDataFrame(
* [col](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.col.html)
* [collect_list](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.collect_list.html)
* [collect_set](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.collect_set.html)
+* [collate](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.collate.html)
* [concat](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.concat.html)
* Only works on strings (does not work on arrays)
* [concat_ws](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.concat_ws.html)
@@ -237,6 +238,7 @@ df_store = session.createDataFrame(
* [create_map](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.create_map.html)
* [cume_dist](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.cume_dist.html)
* [current_date](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_date.html)
+* [current_time](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_time.html)
* [current_timestamp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_timestamp.html)
* [date_add](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.date_add.html)
* [date_diff](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.date_diff.html)
@@ -247,6 +249,7 @@ df_store = session.createDataFrame(
* [dayofmonth](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dayofmonth.html)
* [dayofweek](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dayofweek.html)
* [dayofyear](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dayofyear.html)
+* [dayname](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dayname.html)
* [decode](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.decode.html)
* [degrees](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.degrees.html)
* [dense_rank](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dense_rank.html)
@@ -308,11 +311,13 @@ df_store = session.createDataFrame(
* [minute](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.minute.html)
* [module](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.module.html)
* [month](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.month.html)
+* [monthname](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.monthname.html)
* [months_between](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.months_between.html)
* Rounded whole number is returned
* [nanvl](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nanvl.html)
* [nth_value](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nth_value.html)
* [ntile](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.ntile.html)
+* [nullifzero](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nullifzero.html)
* [overlay](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.overlay.html)
* [percent_rank](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.percent_rank.html)
* [percentile](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.percentile.html)
@@ -334,6 +339,7 @@ df_store = session.createDataFrame(
* [rtrim](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.rtrim.html)
* [second](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.second.html)
* [sequence](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sequence.html)
+* [session_user](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.session_user.html)
* [shiftLeft](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftLeft.html)
* [shiftRight](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftRight.html)
* [shiftleft](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftleft.html)
@@ -359,6 +365,7 @@ df_store = session.createDataFrame(
* [sum_distinct](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sum_distinct.html)
* [sys](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sys.html)
* [tan](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.tan.html)
+* [timestamp_diff](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.timestamp_diff.html)
* [timestamp_seconds](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.timestamp_seconds.html)
* [toDegrees](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.toDegrees.html)
* [toRadians](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.toRadians.html)
@@ -374,6 +381,7 @@ df_store = session.createDataFrame(
* [unhex](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unhex.html)
* [unix_timestamp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_timestamp.html)
* [The format string should be in DuckDB syntax](https://duckdb.org/docs/sql/functions/dateformat.html#format-specifiers)
+* [uuid](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.uuid.html)
* [upper](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.upper.html)
* [var_pop](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.var_pop.html)
* [var_samp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.var_samp.html)
@@ -381,6 +389,7 @@ df_store = session.createDataFrame(
* [weekofyear](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.weekofyear.html)
* [when](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.when.html)
* [year](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.year.html)
+* [zeroifnull](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.zeroifnull.html)
### GroupedData Class
diff --git a/docs/docs/postgres.md b/docs/docs/postgres.md
index bbd2fc56..f33838a7 100644
--- a/docs/docs/postgres.md
+++ b/docs/docs/postgres.md
@@ -223,6 +223,7 @@ df_store = session.createDataFrame(
* [covar_samp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.covar_samp.html)
* [cume_dist](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.cume_dist.html)
* [current_date](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_date.html)
+* [current_time](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_time.html)
* [current_timestamp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_timestamp.html)
* [date_add](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.date_add.html)
* [date_diff](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.date_diff.html)
@@ -287,6 +288,7 @@ df_store = session.createDataFrame(
* [nanvl](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nanvl.html)
* [nth_value](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nth_value.html)
* [ntile](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.ntile.html)
+* [nullifzero](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nullifzero.html)
* [octet_length](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.octet_length.html)
* [overlay](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.overlay.html)
* [percent_rank](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.percent_rank.html)
@@ -306,6 +308,7 @@ df_store = session.createDataFrame(
* [rpad](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.rpad.html)
* [rtrim](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.rtrim.html)
* [second](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.second.html)
+* [session_user](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.session_user.html)
* [shiftLeft](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftLeft.html)
* [shiftRight](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftRight.html)
* [shiftleft](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftleft.html)
@@ -339,13 +342,15 @@ df_store = session.createDataFrame(
* [trunc](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.trunc.html)
* [unbase64](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unbase64.html)
* [unix_timestamp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_timestamp.html)
+* [uuid](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.uuid.html)
* [upper](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.upper.html)
* [var_pop](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.var_pop.html)
* [var_samp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.var_samp.html)
* [variance](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.variance.html)
* [weekofyear](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.weekofyear.html)
* [when](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.when.html)
-* [year](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.year.html)*
+* [year](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.year.html)*
+* [zeroifnull](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.zeroifnull.html)
### GroupedData Class
diff --git a/docs/duckdb.md b/docs/duckdb.md
index 75b9ef4a..d8a0ea07 100644
--- a/docs/duckdb.md
+++ b/docs/duckdb.md
@@ -324,6 +324,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [col](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.col.html)
* [collect_list](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.collect_list.html)
* [collect_set](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.collect_set.html)
+* [collate](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.collate.html)
* [concat](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.concat.html)
* Only works on strings (does not work on arrays)
* [concat_ws](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.concat_ws.html)
@@ -344,6 +345,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [curdate](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.curdate.html)
* [current_catalog](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_catalog.html)
* [current_date](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_date.html)
+* [current_time](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_time.html)
* [current_timestamp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_timestamp.html)
* [current_user](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_user.html)
* [date_add](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.date_add.html)
@@ -358,6 +360,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [dayofmonth](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dayofmonth.html)
* [dayofweek](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dayofweek.html)
* [dayofyear](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dayofyear.html)
+* [dayname](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dayname.html)
* [decode](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.decode.html)
* [degrees](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.degrees.html)
* [dense_rank](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dense_rank.html)
@@ -433,11 +436,13 @@ See something that you would like to see supported? [Open an issue](https://gith
* [minute](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.minute.html)
* [mode](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.mode.html)
* [month](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.month.html)
+* [monthname](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.monthname.html)
* [months_between](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.months_between.html)
* Rounded whole number is returned
* [nanvl](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nanvl.html)
* [nth_value](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nth_value.html)
* [ntile](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.ntile.html)
+* [nullifzero](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nullifzero.html)
* [overlay](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.overlay.html)
* [percent_rank](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.percent_rank.html)
* [percentile](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.percentile.html)
@@ -468,6 +473,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [rtrim](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.rtrim.html)
* [second](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.second.html)
* [sequence](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sequence.html)
+* [session_user](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.session_user.html)
* [shiftLeft](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftLeft.html)
* [shiftRight](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftRight.html)
* [shiftleft](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftleft.html)
@@ -494,6 +500,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [tan](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.tan.html)
* [tanh](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.tanh.html)
* [timestamp_add](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.timestamp_add.html)
+* [timestamp_diff](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.timestamp_diff.html)
* [timestamp_seconds](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.timestamp_seconds.html)
* [toDegrees](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.toDegrees.html)
* [to_binary](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.to_binary.html)
@@ -519,6 +526,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [unix_seconds](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_seconds.html)
* [unix_seconds](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_seconds.html)
* [unix_timestamp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_timestamp.html)
+* [uuid](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.uuid.html)
* [upper](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.upper.html)
* [var_pop](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.var_pop.html)
* [var_samp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.var_samp.html)
@@ -526,6 +534,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [weekofyear](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.weekofyear.html)
* [when](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.when.html)
* [year](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.year.html)
+* [zeroifnull](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.zeroifnull.html)
### GroupedData Class
diff --git a/docs/postgres.md b/docs/postgres.md
index 4991fe46..96a9927f 100644
--- a/docs/postgres.md
+++ b/docs/postgres.md
@@ -341,6 +341,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [curdate](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.curdate.html)
* [current_catalog](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_catalog.html)
* [current_date](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_date.html)
+* [current_time](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_time.html)
* [current_timestamp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_timestamp.html)
* [current_user](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_user.html)
* [date_add](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.date_add.html)
@@ -417,6 +418,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [nanvl](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nanvl.html)
* [nth_value](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nth_value.html)
* [ntile](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.ntile.html)
+* [nullifzero](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nullifzero.html)
* [octet_length](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.octet_length.html)
* [overlay](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.overlay.html)
* [percent_rank](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.percent_rank.html)
@@ -443,6 +445,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [rpad](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.rpad.html)
* [rtrim](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.rtrim.html)
* [second](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.second.html)
+* [session_user](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.session_user.html)
* [shiftLeft](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftLeft.html)
* [shiftRight](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftRight.html)
* [shiftleft](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.shiftleft.html)
@@ -488,13 +491,15 @@ See something that you would like to see supported? [Open an issue](https://gith
* [unix_millis](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_millis.html)
* [unix_seconds](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_seconds.html)
* [unix_timestamp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_timestamp.html)
+* [uuid](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.uuid.html)
* [upper](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.upper.html)
* [var_pop](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.var_pop.html)
* [var_samp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.var_samp.html)
* [variance](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.variance.html)
* [weekofyear](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.weekofyear.html)
* [when](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.when.html)
-* [year](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.year.html)*
+* [year](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.year.html)*
+* [zeroifnull](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.zeroifnull.html)
### GroupedData Class
diff --git a/docs/snowflake.md b/docs/snowflake.md
index 0280ed84..0fa23da9 100644
--- a/docs/snowflake.md
+++ b/docs/snowflake.md
@@ -353,6 +353,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [col](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.col.html)
* [collect_list](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.collect_list.html)
* [collect_set](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.collect_set.html)
+* [collate](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.collate.html)
* [concat](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.concat.html)
* Can only concat strings not arrays
* [concat_ws](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.concat_ws.html)
@@ -374,6 +375,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [cume_dist](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.cume_dist.html)
* [curdate](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.curdate.html)
* [current_date](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_date.html)
+* [current_time](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_time.html)
* [current_timestamp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_timestamp.html)
* [current_user](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.current_user.html)
* [date_add](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.date_add.html)
@@ -387,6 +389,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [dayofmonth](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dayofmonth.html)
* [dayofweek](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dayofweek.html)
* [dayofyear](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dayofyear.html)
+* [dayname](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dayname.html)
* [degrees](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.degrees.html)
* [dense_rank](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.dense_rank.html)
* [desc](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.desc.html)
@@ -461,6 +464,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [mode](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.mode.html)
* [module](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.module.html)
* [month](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.month.html)
+* [monthname](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.monthname.html)
* [months_between](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.months_between.html)
* [nanvl](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nanvl.html)
* [next_day](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.next_day.html)
@@ -468,6 +472,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* offset > 1 means that previous values within the partition also share the same result. In Spark rows < offset have a Null value
* [ntile](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.ntile.html)
* [nullif](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nullif.html)
+* [nullifzero](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.nullifzero.html)
* [octet_length](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.octet_length.html)
* [overlay](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.overlay.html)
* [percent_rank](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.percent_rank.html)
@@ -496,6 +501,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [rtrim](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.rtrim.html)
* [second](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.second.html)
* [sequence](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sequence.html)
+* [session_user](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.session_user.html)
* [sha](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sha.html)
* [sha1](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sha1.html)
* [sha2](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.sha2.html)
@@ -527,6 +533,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [tan](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.tan.html)
* [tanh](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.tanh.html)
* [timestamp_add](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.timestamp_add.html)
+* [timestamp_diff](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.timestamp_diff.html)
* [timestamp_seconds](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.timestamp_seconds.html)
* [toRadians](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.toRadians.html)
* [to_binary](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.to_binary.html)
@@ -544,10 +551,12 @@ See something that you would like to see supported? [Open an issue](https://gith
* [ucase](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.ucase.html)
* [unbase64](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unbase64.html)
* [unhex](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unhex.html)
+* [uniform](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.uniform.html)
* [unix_micros](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_micros.html)
* [unix_millis](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_millis.html)
* [unix_seconds](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_seconds.html)
* [unix_timestamp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.unix_timestamp.html)
+* [uuid](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.uuid.html)
* [upper](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.upper.html)
* [var_pop](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.var_pop.html)
* [var_samp](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.var_samp.html)
@@ -555,6 +564,7 @@ See something that you would like to see supported? [Open an issue](https://gith
* [weekofyear](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.weekofyear.html)
* [when](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.when.html)
* [year](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.year.html)
+* [zeroifnull](https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.zeroifnull.html)
### GroupedData Class
diff --git a/docs/spark.md b/docs/spark.md
index bbeb0284..c270485f 100644
--- a/docs/spark.md
+++ b/docs/spark.md
@@ -182,7 +182,7 @@ df.show(5)
### Functions
-All functions through 3.5 are supported. Please [open an issue](https://github.com/eakmanrq/sqlframe/issues) if you encounter a function not implemented.
+All functions through 4.0 are supported. Please [open an issue](https://github.com/eakmanrq/sqlframe/issues) if you encounter a function not implemented.
### GroupedData Class
diff --git a/docs/standalone.md b/docs/standalone.md
index f2acc079..e0a3fffd 100644
--- a/docs/standalone.md
+++ b/docs/standalone.md
@@ -189,7 +189,7 @@ See something that you would like to see supported? [Open an issue](https://gith
### Functions
-All functions through 3.5 are supported. Please [open an issue](https://github.com/eakmanrq/sqlframe/issues) if you encounter a function not implemented.
+All functions through 4.0 are supported. Please [open an issue](https://github.com/eakmanrq/sqlframe/issues) if you encounter a function not implemented.
### GroupedData Class
diff --git a/pyproject.toml b/pyproject.toml
index 6f223f08..f334bcd7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ dev = [
"pandas-stubs>=2,<4",
"psycopg>=3.1,<4",
"pyarrow>=10,<24",
- "pyspark>=2,<3.6",
+ "pyspark>=4,<4.2",
"pytest>=8.2.0,<9.1",
"pytest-forked",
"pytest-postgresql>=6,<9",
@@ -85,7 +85,7 @@ snowflake = [
"snowflake-connector-python[secure-local-storage]>=3.10.0,<4.4",
]
spark = [
- "pyspark>=2,<3.6",
+ "pyspark>=4,<4.2",
]
[tool.setuptools.packages.find]
diff --git a/sqlframe/base/functions.py b/sqlframe/base/functions.py
index 70ca50db..55ce7d5a 100644
--- a/sqlframe/base/functions.py
+++ b/sqlframe/base/functions.py
@@ -7198,6 +7198,462 @@ def array_reverse(col: ColumnOrName) -> Column:
return Column.invoke_expression_over_column(col, expression.ArrayReverse)
+@meta(unsupported_engines="*")
+def bitmap_and_agg(col: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(col, "BITMAP_AND_AGG")
+
+
+@meta(unsupported_engines=["bigquery", "postgres"])
+def collate(col: ColumnOrName, collation: str) -> Column:
+ return Column(
+ expression.Collate(
+ this=Column.ensure_col(col).column_expression,
+ expression=expression.Var(this=collation),
+ )
+ )
+
+
+@meta(unsupported_engines="*")
+def collation(col: ColumnOrName) -> Column:
+ return Column.invoke_expression_over_column(col, expression.Collation)
+
+
+@meta(unsupported_engines="bigquery")
+def current_time(precision: t.Optional[int] = None) -> Column:
+ session = _get_session()
+ if getattr(session, "_is_postgres", False):
+ if precision is not None:
+ return Column(
+ expression.Anonymous(
+ this="LOCALTIME", expressions=[expression.Literal.number(precision)]
+ )
+ )
+ return Column(expression.Var(this="LOCALTIME"))
+ if precision is not None:
+ return Column(
+ expression.Anonymous(
+ this="CURRENT_TIME", expressions=[expression.Literal.number(precision)]
+ )
+ )
+ return Column(expression.CurrentTime())
+
+
+@meta(unsupported_engines=["bigquery", "postgres"])
+def dayname(col: ColumnOrName) -> Column:
+ return Column.invoke_expression_over_column(col, expression.Dayname)
+
+
+@meta(unsupported_engines="*")
+def from_xml(
+ col: ColumnOrName,
+ schema: t.Union["StructType", Column, str],
+ options: t.Optional[t.Mapping[str, str]] = None,
+) -> Column:
+ if isinstance(schema, Column):
+ schema_col = schema
+ elif isinstance(schema, str):
+ schema_col = lit(schema)
+ else:
+ schema_col = lit(schema.simpleString())
+ if options:
+ options_col = create_map([lit(str(x)) for x in _flatten(options.items())])
+ return Column.invoke_anonymous_function(col, "from_xml", schema_col, options_col)
+ return Column.invoke_anonymous_function(col, "from_xml", schema_col)
+
+
+@meta(unsupported_engines="*")
+def input_file_block_length() -> Column:
+ return Column.invoke_anonymous_function(None, "input_file_block_length")
+
+
+@meta(unsupported_engines="*")
+def input_file_block_start() -> Column:
+ return Column.invoke_anonymous_function(None, "input_file_block_start")
+
+
+@meta(unsupported_engines="*")
+def is_valid_utf8(str: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(str, "is_valid_utf8")
+
+
+@meta(unsupported_engines="*")
+def is_variant_null(v: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(v, "is_variant_null")
+
+
+@meta(unsupported_engines="*")
+def listagg(col: ColumnOrName, delimiter: t.Optional[t.Union[Column, str, bytes]] = None) -> Column:
+ if delimiter is not None:
+ delimiter_col = (
+ lit(delimiter.decode("utf-8") if isinstance(delimiter, bytes) else delimiter)
+ if isinstance(delimiter, (str, bytes))
+ else Column.ensure_col(delimiter)
+ )
+ return Column.invoke_anonymous_function(col, "listagg", delimiter_col)
+ return Column.invoke_anonymous_function(col, "listagg")
+
+
+@meta(unsupported_engines="*")
+def listagg_distinct(
+ col: ColumnOrName, delimiter: t.Optional[t.Union[Column, str, bytes]] = None
+) -> Column:
+ if delimiter is not None:
+ delimiter_col = (
+ lit(delimiter.decode("utf-8") if isinstance(delimiter, bytes) else delimiter)
+ if isinstance(delimiter, (str, bytes))
+ else Column.ensure_col(delimiter)
+ )
+ return Column.invoke_anonymous_function(col, "listagg_distinct", delimiter_col)
+ return Column.invoke_anonymous_function(col, "listagg_distinct")
+
+
+@meta(unsupported_engines="*")
+def make_time(hour: ColumnOrName, minute: ColumnOrName, second: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(hour, "make_time", minute, second)
+
+
+@meta(unsupported_engines="*")
+def make_valid_utf8(str: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(str, "make_valid_utf8")
+
+
+@meta(unsupported_engines=["bigquery", "postgres"])
+def monthname(col: ColumnOrName) -> Column:
+ return Column.invoke_expression_over_column(col, expression.Monthname)
+
+
+@meta()
+def nullifzero(col: ColumnOrName) -> Column:
+ return Column(
+ expression.Nullif(
+ this=Column.ensure_col(col).column_expression,
+ expression=expression.Literal.number(0),
+ )
+ )
+
+
+@meta(unsupported_engines="*")
+def parse_json(col: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(col, "parse_json")
+
+
+@meta(unsupported_engines="*")
+def quote(col: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(col, "quote")
+
+
+@meta(unsupported_engines="*")
+def randstr(
+ length: t.Union[Column, int],
+ seed: t.Optional[t.Union[Column, int]] = None,
+) -> Column:
+ length_col = Column.ensure_col(length) if isinstance(length, Column) else lit(length)
+ if seed is not None:
+ seed_col = Column.ensure_col(seed) if isinstance(seed, Column) else lit(seed)
+ return Column(
+ expression.Randstr(
+ this=length_col.column_expression,
+ seed=seed_col.column_expression,
+ )
+ )
+ return Column(expression.Randstr(this=length_col.column_expression))
+
+
+@meta(unsupported_engines="*")
+def schema_of_variant(v: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(v, "schema_of_variant")
+
+
+@meta(unsupported_engines="*")
+def schema_of_variant_agg(v: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(v, "schema_of_variant_agg")
+
+
+@meta(unsupported_engines="*")
+def schema_of_xml(
+ xml: t.Union[Column, str], options: t.Optional[t.Mapping[str, str]] = None
+) -> Column:
+ xml_col = Column.ensure_col(xml) if isinstance(xml, Column) else lit(xml)
+ if options:
+ options_col = create_map([lit(str(x)) for x in _flatten(options.items())])
+ return Column.invoke_anonymous_function(xml_col, "schema_of_xml", options_col)
+ return Column.invoke_anonymous_function(xml_col, "schema_of_xml")
+
+
+@meta()
+def session_user() -> Column:
+ return Column(expression.SessionUser())
+
+
+@meta(unsupported_engines="*")
+def string_agg_distinct(
+ col: ColumnOrName, delimiter: t.Optional[t.Union[Column, str, bytes]] = None
+) -> Column:
+ return listagg_distinct(col, delimiter)
+
+
+@meta(unsupported_engines="*")
+def time_diff(unit: ColumnOrName, start: ColumnOrName, end: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(unit, "time_diff", start, end)
+
+
+@meta(unsupported_engines="*")
+def time_trunc(unit: ColumnOrName, time: ColumnOrName) -> Column:
+ return Column(
+ expression.TimeTrunc(
+ this=Column.ensure_col(time).column_expression,
+ unit=Column.ensure_col(unit).column_expression,
+ )
+ )
+
+
+@meta(unsupported_engines=["bigquery", "postgres"])
+def timestamp_diff(unit: str, start: ColumnOrName, end: ColumnOrName) -> Column:
+ return Column(
+ expression.TimestampDiff(
+ this=Column.ensure_col(end).column_expression,
+ expression=Column.ensure_col(start).column_expression,
+ unit=expression.Var(this=unit.upper()),
+ )
+ )
+
+
+@meta(unsupported_engines="*")
+def to_time(col: ColumnOrName, format: t.Optional[t.Union[Column, str]] = None) -> Column:
+ if format is not None:
+ format_col = lit(format) if isinstance(format, str) else format
+ return Column.invoke_anonymous_function(col, "to_time", format_col)
+ return Column.invoke_anonymous_function(col, "to_time")
+
+
+@meta(unsupported_engines="*")
+def to_variant_object(col: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(col, "to_variant_object")
+
+
+@meta(unsupported_engines="*")
+def to_xml(col: ColumnOrName, options: t.Optional[t.Mapping[str, str]] = None) -> Column:
+ if options:
+ options_col = create_map([lit(str(x)) for x in _flatten(options.items())])
+ return Column.invoke_anonymous_function(col, "to_xml", options_col)
+ return Column.invoke_anonymous_function(col, "to_xml")
+
+
+@meta(unsupported_engines="*")
+def try_make_interval(
+ years: t.Optional[ColumnOrName] = None,
+ months: t.Optional[ColumnOrName] = None,
+ weeks: t.Optional[ColumnOrName] = None,
+ days: t.Optional[ColumnOrName] = None,
+ hours: t.Optional[ColumnOrName] = None,
+ mins: t.Optional[ColumnOrName] = None,
+ secs: t.Optional[ColumnOrName] = None,
+) -> Column:
+ columns = _ensure_column_of_optionals([years, months, weeks, days, hours, mins, secs])
+ if not columns:
+ raise ValueError("At least one value must be provided")
+ return Column.invoke_anonymous_function(columns[0], "TRY_MAKE_INTERVAL", *columns[1:])
+
+
+@meta(unsupported_engines="*")
+def try_make_timestamp(
+ years: t.Optional[ColumnOrName] = None,
+ months: t.Optional[ColumnOrName] = None,
+ days: t.Optional[ColumnOrName] = None,
+ hours: t.Optional[ColumnOrName] = None,
+ mins: t.Optional[ColumnOrName] = None,
+ secs: t.Optional[ColumnOrName] = None,
+ timezone: t.Optional[ColumnOrName] = None,
+ date: t.Optional[ColumnOrName] = None,
+ time: t.Optional[ColumnOrName] = None,
+) -> Column:
+ if date is not None or time is not None:
+ date_col = Column.ensure_col(date) if date is not None else lit(None)
+ time_col = Column.ensure_col(time) if time is not None else lit(None)
+ return Column.invoke_anonymous_function(date_col, "try_make_timestamp", time_col)
+ columns = _ensure_column_of_optionals([years, months, days, hours, mins, secs, timezone])
+ if not columns:
+ raise ValueError("At least one value must be provided")
+ return Column.invoke_anonymous_function(columns[0], "try_make_timestamp", *columns[1:])
+
+
+@meta(unsupported_engines="*")
+def try_make_timestamp_ltz(
+ years: ColumnOrName,
+ months: ColumnOrName,
+ days: ColumnOrName,
+ hours: ColumnOrName,
+ mins: ColumnOrName,
+ secs: ColumnOrName,
+ timezone: t.Optional[ColumnOrName] = None,
+) -> Column:
+ if timezone is not None:
+ return Column.invoke_anonymous_function(
+ years, "try_make_timestamp_ltz", months, days, hours, mins, secs, timezone
+ )
+ return Column.invoke_anonymous_function(
+ years, "try_make_timestamp_ltz", months, days, hours, mins, secs
+ )
+
+
+@meta(unsupported_engines="*")
+def try_make_timestamp_ntz(
+ years: t.Optional[ColumnOrName] = None,
+ months: t.Optional[ColumnOrName] = None,
+ days: t.Optional[ColumnOrName] = None,
+ hours: t.Optional[ColumnOrName] = None,
+ mins: t.Optional[ColumnOrName] = None,
+ secs: t.Optional[ColumnOrName] = None,
+ date: t.Optional[ColumnOrName] = None,
+ time: t.Optional[ColumnOrName] = None,
+) -> Column:
+ if date is not None or time is not None:
+ date_col = Column.ensure_col(date) if date is not None else lit(None)
+ time_col = Column.ensure_col(time) if time is not None else lit(None)
+ return Column.invoke_anonymous_function(date_col, "try_make_timestamp_ntz", time_col)
+ columns = _ensure_column_of_optionals([years, months, days, hours, mins, secs])
+ if not columns:
+ raise ValueError("At least one value must be provided")
+ return Column.invoke_anonymous_function(columns[0], "try_make_timestamp_ntz", *columns[1:])
+
+
+@meta(unsupported_engines="*")
+def try_mod(left: ColumnOrName, right: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(left, "try_mod", right)
+
+
+@meta(unsupported_engines="*")
+def try_parse_json(col: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(col, "try_parse_json")
+
+
+@meta(unsupported_engines="*")
+def try_parse_url(
+ url: ColumnOrName,
+ partToExtract: ColumnOrName,
+ key: t.Optional[ColumnOrName] = None,
+) -> Column:
+ if key is not None:
+ return Column.invoke_anonymous_function(url, "try_parse_url", partToExtract, key)
+ return Column.invoke_anonymous_function(url, "try_parse_url", partToExtract)
+
+
+@meta(unsupported_engines="*")
+def try_reflect(*cols: ColumnOrName) -> Column:
+ if len(cols) > 1:
+ return Column.invoke_anonymous_function(cols[0], "try_reflect", *cols[1:])
+ return Column.invoke_anonymous_function(cols[0], "try_reflect")
+
+
+@meta(unsupported_engines="*")
+def try_to_date(col: ColumnOrName, format: t.Optional[str] = None) -> Column:
+ if format is not None:
+ return Column.invoke_anonymous_function(col, "try_to_date", lit(format))
+ return Column.invoke_anonymous_function(col, "try_to_date")
+
+
+@meta(unsupported_engines="*")
+def try_to_time(col: ColumnOrName, format: t.Optional[t.Union[Column, str]] = None) -> Column:
+ if format is not None:
+ format_col = lit(format) if isinstance(format, str) else format
+ return Column.invoke_anonymous_function(col, "try_to_time", format_col)
+ return Column.invoke_anonymous_function(col, "try_to_time")
+
+
+@meta(unsupported_engines="*")
+def try_url_decode(str: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(str, "try_url_decode")
+
+
+@meta(unsupported_engines="*")
+def try_validate_utf8(str: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(str, "try_validate_utf8")
+
+
+@meta(unsupported_engines="*")
+def try_variant_get(
+ v: ColumnOrName,
+ path: t.Union[Column, str],
+ targetType: str,
+) -> Column:
+ path_col = lit(path) if isinstance(path, str) else Column.ensure_col(path)
+ return Column.invoke_anonymous_function(v, "try_variant_get", path_col, lit(targetType))
+
+
+@meta(unsupported_engines=["bigquery", "duckdb", "postgres"])
+def uniform(
+ min: t.Union[Column, int, float],
+ max: t.Union[Column, int, float],
+ seed: t.Optional[t.Union[Column, int]] = None,
+) -> Column:
+ min_col = Column.ensure_col(min) if isinstance(min, Column) else lit(min)
+ max_col = Column.ensure_col(max) if isinstance(max, Column) else lit(max)
+ if seed is not None:
+ seed_col = Column.ensure_col(seed) if isinstance(seed, Column) else lit(seed)
+ return Column(
+ expression.Uniform(
+ this=min_col.column_expression,
+ expression=max_col.column_expression,
+ seed=seed_col.column_expression,
+ )
+ )
+ return Column(
+ expression.Uniform(
+ this=min_col.column_expression,
+ expression=max_col.column_expression,
+ )
+ )
+
+
+@meta()
+def uuid(seed: t.Optional[t.Union[Column, int]] = None) -> Column:
+ session = _get_session()
+ if getattr(session, "_is_postgres", False):
+ return Column(
+ expression.cast(
+ expression.Anonymous(this="gen_random_uuid", expressions=[]),
+ to=expression.DataType.build("text"),
+ )
+ )
+ if seed is not None:
+ seed_col = Column.ensure_col(seed) if isinstance(seed, Column) else lit(seed)
+ return Column(expression.Anonymous(this="uuid", expressions=[seed_col.column_expression]))
+ return Column(expression.Uuid())
+
+
+@meta(unsupported_engines="*")
+def validate_utf8(str: ColumnOrName) -> Column:
+ return Column.invoke_anonymous_function(str, "validate_utf8")
+
+
+@meta(unsupported_engines="*")
+def variant_get(
+ v: ColumnOrName,
+ path: t.Union[Column, str],
+ targetType: str,
+) -> Column:
+ path_col = lit(path) if isinstance(path, str) else Column.ensure_col(path)
+ return Column.invoke_anonymous_function(v, "variant_get", path_col, lit(targetType))
+
+
+@meta()
+def zeroifnull(col: ColumnOrName) -> Column:
+ return Column(
+ expression.Coalesce(
+ expressions=[
+ Column.ensure_col(col).column_expression,
+ expression.Literal.number(0),
+ ]
+ )
+ )
+
+
+column = col
+random = rand
+chr = char
+string_agg = listagg
+
+
# SQLFrame specific
@meta()
def _is_string(col: ColumnOrName) -> Column:
diff --git a/tests/integration/engines/test_int_functions.py b/tests/integration/engines/test_int_functions.py
index ecf4874e..edda23c3 100644
--- a/tests/integration/engines/test_int_functions.py
+++ b/tests/integration/engines/test_int_functions.py
@@ -1600,7 +1600,7 @@ def test_timestamp_add(get_session_and_func, get_func):
)
# Test adding years
- if not session._is_postgres:
+ if not isinstance(session, PostgresSession):
result = df.select(timestamp_add("year", "quantity", "ts")).collect()
expected_years = [
datetime.datetime(2018, 3, 11, 9, 0, 7),
@@ -4332,6 +4332,8 @@ def test_make_timestamp_ntz(get_session_and_func, get_func):
def test_make_ym_interval(get_session_and_func, get_func):
session, make_ym_interval = get_session_and_func("make_ym_interval")
+ if isinstance(session, (SparkSession, PySparkSession)):
+ pytest.skip("PySpark 4 does not implement YearMonthIntervalType.fromInternal")
df = session.createDataFrame([[2014, 12]], ["year", "month"])
assert df.select(make_ym_interval(df.year, df.month).alias("r")).first()[0] == 24180
@@ -5085,9 +5087,10 @@ def test_to_unix_timestamp(get_session_and_func, get_func):
assert result == 1460073600
# DuckDB requires the value to match the format which the default format is "yyyy-MM-dd HH:mm:ss".
# https://spark.apache.org/docs/latest/api/sql/#to_unix_timestamp
+ # PySpark 4 raises DateTimeException instead of returning NULL for unparseable values.
if isinstance(session, DuckDBSession):
pass
- else:
+ elif not isinstance(session, (SparkSession, PySparkSession)):
df = session.createDataFrame([("2016-04-08",)], ["e"])
assert df.select(to_unix_timestamp(df.e).alias("r")).collect() == [Row(r=None)]
ts_type = "TIMESTAMP" if isinstance(session, PySparkSession) else "TIMESTAMPNTZ"
@@ -5448,3 +5451,424 @@ def test_array_reverse(get_session_and_func, get_func):
assert df.select(
array_reverse(df.data).alias("r"), array_reverse(df.data2).alias("r2")
).collect() == [Row(r=[3, 1, 2], r2=[1])]
+
+
+def test_current_time(get_session_and_func):
+ import datetime
+
+ session, current_time = get_session_and_func("current_time")
+ result = session.range(1).select(current_time()).first()[0]
+ assert isinstance(result, datetime.time)
+
+
+def test_dayname(get_session_and_func):
+ import datetime
+
+ session, dayname = get_session_and_func("dayname")
+ df = session.createDataFrame([(datetime.date(2015, 4, 8),)], ["d"])
+ result = df.select(dayname("d")).first()[0]
+ assert result.strip() in ("Wednesday", "Wed")
+
+
+def test_monthname(get_session_and_func):
+ import datetime
+
+ session, monthname = get_session_and_func("monthname")
+ df = session.createDataFrame([(datetime.date(2015, 4, 8),)], ["d"])
+ result = df.select(monthname("d")).first()[0]
+ assert result.strip() in ("April", "Apr")
+
+
+def test_nullifzero(get_session_and_func):
+ session, nullifzero = get_session_and_func("nullifzero")
+ df = session.createDataFrame([(0,), (1,), (None,)], ["a"])
+ result = df.select(nullifzero("a")).collect()
+ assert result == [Row(value=None), Row(value=1), Row(value=None)]
+
+
+def test_zeroifnull(get_session_and_func):
+ session, zeroifnull = get_session_and_func("zeroifnull")
+ df = session.createDataFrame([(None,), (1,), (0,)], ["a"])
+ result = df.select(zeroifnull("a")).collect()
+ assert result == [Row(value=0), Row(value=1), Row(value=0)]
+
+
+def test_session_user(get_session_and_func):
+ session, session_user = get_session_and_func("session_user")
+ result = session.range(1).select(session_user()).first()[0]
+ assert result is not None
+
+
+def test_timestamp_diff(get_session_and_func):
+ import datetime
+
+ session, timestamp_diff = get_session_and_func("timestamp_diff")
+ df = session.createDataFrame(
+ [
+ (
+ datetime.datetime(2016, 3, 11, 9, 0, 7),
+ datetime.datetime(2016, 3, 11, 9, 0, 12),
+ )
+ ],
+ ["start", "end"],
+ )
+ result = df.select(timestamp_diff("SECOND", "start", "end")).first()[0]
+ assert result == 5
+
+
+def test_uniform(get_session_and_func, get_func):
+ session, uniform = get_session_and_func("uniform")
+ lit = get_func("lit", session)
+ result = session.range(1).select(uniform(lit(0), lit(10), lit(42))).first()[0]
+ assert 0 <= result <= 10
+
+
+def test_uuid(get_session_and_func):
+ session, uuid = get_session_and_func("uuid")
+ result = session.range(1).select(uuid()).first()[0]
+ assert result is not None
+ assert len(str(result)) == 36
+
+
+def test_collate(get_session_and_func):
+ session, collate = get_session_and_func("collate")
+ from sqlframe.duckdb import DuckDBSession
+
+ df = session.createDataFrame([("abc",)], ["a"])
+ if isinstance(session, DuckDBSession):
+ # DuckDB uses different collation names
+ result = df.select(collate("a", "nocase")).first()[0]
+ else:
+ result = df.select(collate("a", "UTF8_LCASE")).first()[0]
+ assert result == "abc"
+
+
+def test_bitmap_and_agg(get_session_and_func):
+ session, bitmap_and_agg = get_session_and_func("bitmap_and_agg")
+ # bitmap_and_agg requires bitmap values created by bitmap_construct_agg
+ df = session.sql(
+ "SELECT bitmap_and_agg(bm) AS r FROM ("
+ " SELECT bitmap_construct_agg(id) AS bm FROM (SELECT 1 AS id UNION ALL SELECT 2 AS id)"
+ " UNION ALL"
+ " SELECT bitmap_construct_agg(id) AS bm FROM (SELECT 1 AS id UNION ALL SELECT 3 AS id)"
+ ")"
+ )
+ assert df.first()[0] is not None
+
+
+def test_collation(get_session_and_func):
+ session, collation = get_session_and_func("collation")
+ df = session.createDataFrame([("Spark SQL",)], ["a"])
+ result = df.select(collation("a")).first()[0]
+ assert result == "SYSTEM.BUILTIN.UTF8_BINARY"
+
+
+def test_from_xml(get_session_and_func):
+ session, from_xml = get_session_and_func("from_xml")
+ df = session.createDataFrame([("1
",)], ["xml"])
+ result = df.select(from_xml("xml", "a INT").alias("r")).first()[0]
+ assert result.a == 1
+
+
+def test_input_file_block_length(get_session_and_func):
+ session, input_file_block_length = get_session_and_func("input_file_block_length")
+ result = session.range(1).select(input_file_block_length()).first()[0]
+ assert result == -1 # -1 when not reading from a file
+
+
+def test_input_file_block_start(get_session_and_func):
+ session, input_file_block_start = get_session_and_func("input_file_block_start")
+ result = session.range(1).select(input_file_block_start()).first()[0]
+ assert result == -1 # -1 when not reading from a file
+
+
+def test_is_valid_utf8(get_session_and_func):
+ session, is_valid_utf8 = get_session_and_func("is_valid_utf8")
+ df = session.createDataFrame([("Spark SQL",), (None,)], ["a"])
+ result = df.select(is_valid_utf8("a")).collect()
+ assert result[0][0] is True
+ assert result[1][0] is None
+
+
+def test_is_variant_null(get_session_and_func, get_func):
+ session, is_variant_null = get_session_and_func("is_variant_null")
+ lit = get_func("lit", session)
+ parse_json = get_func("parse_json", session)
+ df = session.range(1).select(
+ parse_json(lit("null")).alias("v"),
+ parse_json(lit("42")).alias("v2"),
+ )
+ result = df.select(is_variant_null("v"), is_variant_null("v2")).first()
+ assert result[0] is True
+ assert result[1] is False
+
+
+def test_listagg(get_session_and_func):
+ session, listagg = get_session_and_func("listagg")
+ df = session.createDataFrame([("a",), ("b",), ("c",)], ["name"])
+ result = df.select(listagg("name", ",")).first()[0]
+ assert set(result.split(",")) == {"a", "b", "c"}
+
+
+def test_listagg_distinct(get_session_and_func):
+ session, listagg_distinct = get_session_and_func("listagg_distinct")
+ if isinstance(session, SparkSession):
+ pytest.skip("Spark SQL does not support LISTAGG_DISTINCT")
+ df = session.createDataFrame([("a",), ("b",), ("a",)], ["name"])
+ result = df.select(listagg_distinct("name", ",")).first()[0]
+ assert set(result.split(",")) == {"a", "b"}
+
+
+def test_make_time(get_session_and_func, get_func):
+ session, make_time = get_session_and_func("make_time")
+ if isinstance(session, (SparkSession, PySparkSession)):
+ pytest.skip("PySpark 4 does not support the TIME type")
+ lit = get_func("lit", session)
+ result = session.range(1).select(make_time(lit(6), lit(30), lit(45))).first()[0]
+ assert result == datetime.time(6, 30, 45)
+
+
+def test_make_valid_utf8(get_session_and_func):
+ session, make_valid_utf8 = get_session_and_func("make_valid_utf8")
+ df = session.createDataFrame([("Spark SQL",)], ["a"])
+ result = df.select(make_valid_utf8("a")).first()[0]
+ assert result == "Spark SQL"
+
+
+def test_parse_json(get_session_and_func, get_func):
+ session, parse_json = get_session_and_func("parse_json")
+ lit = get_func("lit", session)
+ variant_get = get_func("variant_get", session)
+ result = (
+ session.range(1)
+ .select(variant_get(parse_json(lit('{"key": 42}')), "$.key", "INT"))
+ .first()[0]
+ )
+ assert result == 42
+
+
+def test_quote(get_session_and_func):
+ session, quote = get_session_and_func("quote")
+ df = session.createDataFrame([("hello",)], ["a"])
+ result = df.select(quote("a")).first()[0]
+ assert result == "'hello'"
+
+
+def test_randstr(get_session_and_func, get_func):
+ session, randstr = get_session_and_func("randstr")
+ lit = get_func("lit", session)
+ result = session.range(1).select(randstr(lit(5), lit(42))).first()[0]
+ assert len(result) == 5
+
+
+def test_schema_of_variant(get_session_and_func, get_func):
+ session, schema_of_variant = get_session_and_func("schema_of_variant")
+ lit = get_func("lit", session)
+ parse_json = get_func("parse_json", session)
+ df = session.range(1).select(parse_json(lit('{"key": 42}')).alias("v"))
+ result = df.select(schema_of_variant("v")).first()[0]
+ assert result == "OBJECT"
+
+
+def test_schema_of_variant_agg(get_session_and_func, get_func):
+ session, schema_of_variant_agg = get_session_and_func("schema_of_variant_agg")
+ lit = get_func("lit", session)
+ parse_json = get_func("parse_json", session)
+ df = session.range(1).select(parse_json(lit('{"key": 42}')).alias("v"))
+ result = df.select(schema_of_variant_agg("v")).first()[0]
+ assert result == "OBJECT"
+
+
+def test_schema_of_xml(get_session_and_func):
+ session, schema_of_xml = get_session_and_func("schema_of_xml")
+ result = session.range(1).select(schema_of_xml("1
")).first()[0]
+ assert result == "STRUCT"
+
+
+def test_string_agg_distinct(get_session_and_func):
+ session, string_agg_distinct = get_session_and_func("string_agg_distinct")
+ if isinstance(session, SparkSession):
+ pytest.skip("Spark SQL does not support LISTAGG_DISTINCT")
+ df = session.createDataFrame([("a",), ("b",), ("a",)], ["name"])
+ result = df.select(string_agg_distinct("name", ",")).first()[0]
+ assert set(result.split(",")) == {"a", "b"}
+
+
+def test_time_diff(get_session_and_func, get_func):
+ session, time_diff = get_session_and_func("time_diff")
+ if isinstance(session, (SparkSession, PySparkSession)):
+ pytest.skip("PySpark 4 does not support the TIME type")
+ lit = get_func("lit", session)
+ df = session.sql("SELECT TIME '01:00:00' AS start, TIME '02:00:00' AS end")
+ result = df.select(time_diff(lit("SECOND"), "start", "end")).first()[0]
+ assert result == 3600
+
+
+def test_time_trunc(get_session_and_func, get_func):
+ session, time_trunc = get_session_and_func("time_trunc")
+ if isinstance(session, (SparkSession, PySparkSession)):
+ pytest.skip("PySpark 4 does not support the TIME type")
+ lit = get_func("lit", session)
+ df = session.sql("SELECT TIME '06:30:45' AS t")
+ result = df.select(time_trunc(lit("hour"), "t")).first()[0]
+ assert result == datetime.time(6, 0, 0)
+
+
+def test_to_time(get_session_and_func):
+ session, to_time = get_session_and_func("to_time")
+ if isinstance(session, (SparkSession, PySparkSession)):
+ pytest.skip("PySpark 4 does not support the TIME type")
+ df = session.createDataFrame([("06:30:45",)], ["a"])
+ result = df.select(to_time("a")).first()[0]
+ assert result == datetime.time(6, 30, 45)
+
+
+def test_to_variant_object(get_session_and_func, get_func):
+ session, to_variant_object = get_session_and_func("to_variant_object")
+ schema_of_variant = get_func("schema_of_variant", session)
+ df = session.sql("SELECT struct(1 AS key, 'value' AS val) AS s")
+ variant_col = df.select(to_variant_object("s").alias("v"))
+ result = variant_col.select(schema_of_variant("v")).first()[0]
+ assert result == "OBJECT"
+
+
+def test_to_xml(get_session_and_func, get_func):
+ session, to_xml = get_session_and_func("to_xml")
+ struct = get_func("struct", session)
+ df = session.createDataFrame([(2, "Alice")], ["age", "name"])
+ result = df.select(to_xml(struct("age", "name"), {"rowTag": "person"})).first()[0]
+ assert result == "\n 2\n Alice\n"
+
+
+def test_try_make_interval(get_session_and_func, get_func):
+ session, try_make_interval = get_session_and_func("try_make_interval")
+ if isinstance(session, (SparkSession, PySparkSession)):
+ pytest.skip("PySpark 4 does not implement CalendarIntervalType.fromInternal")
+ lit = get_func("lit", session)
+ result = session.range(1).select(try_make_interval(years=lit(1), months=lit(2))).first()[0]
+ # interval string representation includes years and months
+ assert result is not None
+ assert "1" in str(result)
+ assert "2" in str(result)
+
+
+def test_try_make_timestamp(get_session_and_func):
+ session, try_make_timestamp = get_session_and_func("try_make_timestamp")
+ df = session.createDataFrame(
+ [[2014, 12, 28, 6, 30, 45.887]], ["year", "month", "day", "hour", "min", "sec"]
+ )
+ result = df.select(
+ try_make_timestamp(df.year, df.month, df.day, df.hour, df.min, df.sec).alias("r")
+ ).first()[0]
+ assert result == datetime.datetime(2014, 12, 28, 6, 30, 45, 887000)
+
+
+def test_try_make_timestamp_ltz(get_session_and_func):
+ session, try_make_timestamp_ltz = get_session_and_func("try_make_timestamp_ltz")
+ df = session.createDataFrame(
+ [[2014, 12, 28, 6, 30, 45.887]], ["year", "month", "day", "hour", "min", "sec"]
+ )
+ result = df.select(
+ try_make_timestamp_ltz(df.year, df.month, df.day, df.hour, df.min, df.sec).alias("r")
+ ).first()[0]
+ assert result == datetime.datetime(2014, 12, 28, 6, 30, 45, 887000)
+
+
+def test_try_make_timestamp_ntz(get_session_and_func):
+ session, try_make_timestamp_ntz = get_session_and_func("try_make_timestamp_ntz")
+ df = session.createDataFrame(
+ [[2014, 12, 28, 6, 30, 45.887]], ["year", "month", "day", "hour", "min", "sec"]
+ )
+ result = df.select(
+ try_make_timestamp_ntz(df.year, df.month, df.day, df.hour, df.min, df.sec).alias("r")
+ ).first()[0]
+ assert result == datetime.datetime(2014, 12, 28, 6, 30, 45, 887000)
+
+
+def test_try_mod(get_session_and_func, get_func):
+ session, try_mod = get_session_and_func("try_mod")
+ lit = get_func("lit", session)
+ assert session.range(1).select(try_mod(lit(5), lit(2))).first()[0] == 1
+ assert session.range(1).select(try_mod(lit(5), lit(0))).first()[0] is None
+
+
+def test_try_parse_json(get_session_and_func, get_func):
+ session, try_parse_json = get_session_and_func("try_parse_json")
+ lit = get_func("lit", session)
+ try_variant_get = get_func("try_variant_get", session)
+ valid = session.range(1).select(
+ try_variant_get(try_parse_json(lit('{"key": 42}')), "$.key", "INT")
+ )
+ assert valid.first()[0] == 42
+ assert session.range(1).select(try_parse_json(lit("not json"))).first()[0] is None
+
+
+def test_try_parse_url(get_session_and_func, get_func):
+ session, try_parse_url = get_session_and_func("try_parse_url")
+ lit = get_func("lit", session)
+ df = session.createDataFrame([("http://spark.apache.org/path?query=1",)], ["url"])
+ assert df.select(try_parse_url("url", lit("HOST"))).first()[0] == "spark.apache.org"
+ assert df.select(try_parse_url("url", lit("QUERY"), lit("query"))).first()[0] == "1"
+ assert session.range(1).select(try_parse_url(lit("invalid://"), lit("HOST"))).first()[0] is None
+
+
+def test_try_reflect(get_session_and_func, get_func):
+ session, try_reflect = get_session_and_func("try_reflect")
+ lit = get_func("lit", session)
+ result = (
+ session.range(1).select(try_reflect(lit("java.lang.Math"), lit("abs"), lit(-5))).first()[0]
+ )
+ assert result == "5" # reflect/try_reflect always returns a string
+
+
+def test_try_to_date(get_session_and_func):
+ session, try_to_date = get_session_and_func("try_to_date")
+ df = session.createDataFrame([("2016-12-31",), ("invalid",)], ["a"])
+ result = df.select(try_to_date("a", "yyyy-MM-dd")).collect()
+ assert result[0][0] == datetime.date(2016, 12, 31)
+ assert result[1][0] is None
+
+
+def test_try_to_time(get_session_and_func):
+ session, try_to_time = get_session_and_func("try_to_time")
+ if isinstance(session, (SparkSession, PySparkSession)):
+ pytest.skip("PySpark 4 does not support the TIME type")
+ df = session.createDataFrame([("06:30:45",), ("invalid",)], ["a"])
+ result = df.select(try_to_time("a")).collect()
+ assert result[0][0] == datetime.time(6, 30, 45)
+ assert result[1][0] is None
+
+
+def test_try_url_decode(get_session_and_func):
+ session, try_url_decode = get_session_and_func("try_url_decode")
+ df = session.createDataFrame([("hello%20world",)], ["a"])
+ assert df.select(try_url_decode("a")).first()[0] == "hello world"
+
+
+def test_try_validate_utf8(get_session_and_func):
+ session, try_validate_utf8 = get_session_and_func("try_validate_utf8")
+ df = session.createDataFrame([("Spark SQL",)], ["a"])
+ assert df.select(try_validate_utf8("a")).first()[0] == "Spark SQL"
+
+
+def test_try_variant_get(get_session_and_func, get_func):
+ session, try_variant_get = get_session_and_func("try_variant_get")
+ lit = get_func("lit", session)
+ parse_json = get_func("parse_json", session)
+ df = session.range(1).select(parse_json(lit('{"key": 42}')).alias("v"))
+ assert df.select(try_variant_get("v", "$.key", "INT")).first()[0] == 42
+ assert df.select(try_variant_get("v", "$.missing", "INT")).first()[0] is None
+
+
+def test_validate_utf8(get_session_and_func):
+ session, validate_utf8 = get_session_and_func("validate_utf8")
+ df = session.createDataFrame([("Spark SQL",)], ["a"])
+ assert df.select(validate_utf8("a")).first()[0] == "Spark SQL"
+
+
+def test_variant_get(get_session_and_func, get_func):
+ session, variant_get = get_session_and_func("variant_get")
+ lit = get_func("lit", session)
+ parse_json = get_func("parse_json", session)
+ df = session.range(1).select(parse_json(lit('{"key": 42}')).alias("v"))
+ assert df.select(variant_get("v", "$.key", "INT")).first()[0] == 42
diff --git a/tests/integration/fixtures.py b/tests/integration/fixtures.py
index f95cebf8..405581b8 100644
--- a/tests/integration/fixtures.py
+++ b/tests/integration/fixtures.py
@@ -597,7 +597,11 @@ def _make_function(
def compare_schemas(schema_1, schema_2):
for schema in [schema_1, schema_2]:
for struct_field in schema.fields:
- struct_field.func_metadata = {}
+ # PySpark 4 changed StructField.__eq__ to use __dict__ comparison.
+ # It also populates metadata with internal keys (e.g. __autoGeneratedAlias)
+ # on aggregation columns, causing schema equality to fail even when
+ # name/type/nullable match. Clear metadata so the comparison is meaningful.
+ struct_field.metadata = {}
assert schema_1 == schema_2
force_sort = sort
diff --git a/tests/unit/conftest.py b/tests/unit/conftest.py
index 5a4f4bbb..cf1efebd 100644
--- a/tests/unit/conftest.py
+++ b/tests/unit/conftest.py
@@ -155,7 +155,6 @@ def _check_pyspark_imports(
assert DataFrameWriter != sqlf_dataframe_writer
assert Row != sqlf_row
- assert F.JVMView is not None
assert SparkSession.readStream is not None
from pyspark.sql.session import SparkSession as SparkSession2
diff --git a/tests/unit/standalone/test_functions.py b/tests/unit/standalone/test_functions.py
index e2da0ed8..cfcef371 100644
--- a/tests/unit/standalone/test_functions.py
+++ b/tests/unit/standalone/test_functions.py
@@ -29,6 +29,10 @@ def test_invoke_anonymous(name, func):
"localtimestamp", # Anonymous is needed for spark override
"skewness", # Has complex overrides already so just not updating it
"sort_array", # Anonymous is need for some engines but not all
+ "listagg", # GroupConcat always emits a separator; anonymous needed for no-separator LISTAGG(col)
+ "string_agg", # alias for listagg
+ "parse_json", # ParseJSON in Spark dialect is a no-op; anonymous needed to emit PARSE_JSON(col)
+ "time_diff", # Anonymous needed: exp.TimeDiff generates TIMEDIFF not Spark's TIME_DIFF(unit, start, end)
}
if "invoke_anonymous_function" in inspect.getsource(func) and name not in ignore_funcs:
func = parse_one(f"{name}()", read="spark", error_level=ErrorLevel.IGNORE)
@@ -4950,3 +4954,589 @@ def test_xpath_string(expression, expected):
)
def test_years(expression, expected):
assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.bitmap_and_agg("cola"), "BITMAP_AND_AGG(cola)"),
+ (SF.bitmap_and_agg(SF.col("cola")), "BITMAP_AND_AGG(cola)"),
+ ],
+)
+def test_bitmap_and_agg(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.chr(SF.lit(65)), "CHR(65)"),
+ ],
+)
+def test_chr(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.collate("cola", "UTF8_LCASE"), "cola COLLATE UTF8_LCASE"),
+ (SF.collate(SF.col("cola"), "UTF8_LCASE"), "cola COLLATE UTF8_LCASE"),
+ ],
+)
+def test_collate(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.collation("cola"), "COLLATION(cola)"),
+ (SF.collation(SF.col("cola")), "COLLATION(cola)"),
+ ],
+)
+def test_collation(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.column("cola"), "cola"),
+ ],
+)
+def test_column_alias(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.current_schema(), "CURRENT_DATABASE()"),
+ ],
+)
+def test_current_schema(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.current_time(), "CURRENT_TIME()"),
+ ],
+)
+def test_current_time(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.dayname("cola"), "DAYNAME(cola)"),
+ (SF.dayname(SF.col("cola")), "DAYNAME(cola)"),
+ ],
+)
+def test_dayname(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.from_xml("cola", "struct"), "FROM_XML(cola, 'struct')"),
+ (SF.from_xml(SF.col("cola"), "struct"), "FROM_XML(cola, 'struct')"),
+ ],
+)
+def test_from_xml(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.input_file_block_length(), "INPUT_FILE_BLOCK_LENGTH()"),
+ ],
+)
+def test_input_file_block_length(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.input_file_block_start(), "INPUT_FILE_BLOCK_START()"),
+ ],
+)
+def test_input_file_block_start(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.is_valid_utf8("cola"), "IS_VALID_UTF8(cola)"),
+ (SF.is_valid_utf8(SF.col("cola")), "IS_VALID_UTF8(cola)"),
+ ],
+)
+def test_is_valid_utf8(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.is_variant_null("cola"), "IS_VARIANT_NULL(cola)"),
+ (SF.is_variant_null(SF.col("cola")), "IS_VARIANT_NULL(cola)"),
+ ],
+)
+def test_is_variant_null(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.listagg("cola"), "LISTAGG(cola)"),
+ (SF.listagg(SF.col("cola")), "LISTAGG(cola)"),
+ (SF.listagg("cola", ","), "LISTAGG(cola, ',')"),
+ ],
+)
+def test_listagg(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.listagg_distinct("cola"), "LISTAGG_DISTINCT(cola)"),
+ (SF.listagg_distinct(SF.col("cola")), "LISTAGG_DISTINCT(cola)"),
+ ],
+)
+def test_listagg_distinct(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.make_time("cola", "colb", "colc"), "MAKE_TIME(cola, colb, colc)"),
+ (
+ SF.make_time(SF.col("cola"), SF.col("colb"), SF.col("colc")),
+ "MAKE_TIME(cola, colb, colc)",
+ ),
+ ],
+)
+def test_make_time(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.make_valid_utf8("cola"), "MAKE_VALID_UTF8(cola)"),
+ (SF.make_valid_utf8(SF.col("cola")), "MAKE_VALID_UTF8(cola)"),
+ ],
+)
+def test_make_valid_utf8(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.monthname("cola"), "MONTHNAME(cola)"),
+ (SF.monthname(SF.col("cola")), "MONTHNAME(cola)"),
+ ],
+)
+def test_monthname(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.nullifzero("cola"), "NULLIF(cola, 0)"),
+ (SF.nullifzero(SF.col("cola")), "NULLIF(cola, 0)"),
+ ],
+)
+def test_nullifzero(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.parse_json("cola"), "PARSE_JSON(cola)"),
+ (SF.parse_json(SF.col("cola")), "PARSE_JSON(cola)"),
+ ],
+)
+def test_parse_json(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.quote("cola"), "QUOTE(cola)"),
+ (SF.quote(SF.col("cola")), "QUOTE(cola)"),
+ ],
+)
+def test_quote(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.random(), "RAND()"),
+ ],
+)
+def test_random(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.randstr(SF.lit(10)), "RANDSTR(10)"),
+ ],
+)
+def test_randstr(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.schema_of_variant("cola"), "SCHEMA_OF_VARIANT(cola)"),
+ (SF.schema_of_variant(SF.col("cola")), "SCHEMA_OF_VARIANT(cola)"),
+ ],
+)
+def test_schema_of_variant(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.schema_of_variant_agg("cola"), "SCHEMA_OF_VARIANT_AGG(cola)"),
+ (SF.schema_of_variant_agg(SF.col("cola")), "SCHEMA_OF_VARIANT_AGG(cola)"),
+ ],
+)
+def test_schema_of_variant_agg(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.schema_of_xml(SF.lit("1")), "SCHEMA_OF_XML('1')"),
+ ],
+)
+def test_schema_of_xml(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.session_user(), "SESSION_USER"),
+ ],
+)
+def test_session_user(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.string_agg("cola"), "LISTAGG(cola)"),
+ (SF.string_agg(SF.col("cola")), "LISTAGG(cola)"),
+ ],
+)
+def test_string_agg(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.string_agg_distinct("cola"), "LISTAGG_DISTINCT(cola)"),
+ (SF.string_agg_distinct(SF.col("cola")), "LISTAGG_DISTINCT(cola)"),
+ ],
+)
+def test_string_agg_distinct(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.time_diff(SF.lit("SECOND"), "cola", "colb"), "TIME_DIFF('SECOND', cola, colb)"),
+ ],
+)
+def test_time_diff(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.time_trunc(SF.lit("HOUR"), "cola"), "TIME_TRUNC(cola, HOUR)"),
+ ],
+)
+def test_time_trunc(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.timestamp_diff("SECOND", "cola", "colb"), "TIMESTAMPDIFF(SECOND, cola, colb)"),
+ ],
+)
+def test_timestamp_diff(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.to_time("cola"), "TO_TIME(cola)"),
+ (SF.to_time("cola", SF.lit("HH:mm:ss")), "TO_TIME(cola, 'HH:mm:ss')"),
+ (SF.to_time(SF.col("cola")), "TO_TIME(cola)"),
+ ],
+)
+def test_to_time(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.to_variant_object("cola"), "TO_VARIANT_OBJECT(cola)"),
+ (SF.to_variant_object(SF.col("cola")), "TO_VARIANT_OBJECT(cola)"),
+ ],
+)
+def test_to_variant_object(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.to_xml("cola"), "TO_XML(cola)"),
+ (SF.to_xml(SF.col("cola")), "TO_XML(cola)"),
+ ],
+)
+def test_to_xml(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.try_make_interval(SF.lit(1), SF.lit(2)), "TRY_MAKE_INTERVAL(1, 2)"),
+ ],
+)
+def test_try_make_interval(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (
+ SF.try_make_timestamp(
+ SF.lit(2021), SF.lit(1), SF.lit(1), SF.lit(0), SF.lit(0), SF.lit(0)
+ ),
+ "TRY_MAKE_TIMESTAMP(2021, 1, 1, 0, 0, 0)",
+ ),
+ ],
+)
+def test_try_make_timestamp(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (
+ SF.try_make_timestamp_ltz(
+ SF.lit(2021), SF.lit(1), SF.lit(1), SF.lit(0), SF.lit(0), SF.lit(0)
+ ),
+ "TRY_MAKE_TIMESTAMP_LTZ(2021, 1, 1, 0, 0, 0)",
+ ),
+ ],
+)
+def test_try_make_timestamp_ltz(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (
+ SF.try_make_timestamp_ntz(
+ SF.lit(2021), SF.lit(1), SF.lit(1), SF.lit(0), SF.lit(0), SF.lit(0)
+ ),
+ "TRY_MAKE_TIMESTAMP_NTZ(2021, 1, 1, 0, 0, 0)",
+ ),
+ ],
+)
+def test_try_make_timestamp_ntz(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.try_mod("cola", "colb"), "TRY_MOD(cola, colb)"),
+ (SF.try_mod(SF.col("cola"), SF.col("colb")), "TRY_MOD(cola, colb)"),
+ ],
+)
+def test_try_mod(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.try_parse_json("cola"), "TRY_PARSE_JSON(cola)"),
+ (SF.try_parse_json(SF.col("cola")), "TRY_PARSE_JSON(cola)"),
+ ],
+)
+def test_try_parse_json(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.try_parse_url("cola", "colb"), "TRY_PARSE_URL(cola, colb)"),
+ (SF.try_parse_url("cola", "colb", "colc"), "TRY_PARSE_URL(cola, colb, colc)"),
+ ],
+)
+def test_try_parse_url(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.try_reflect(SF.lit("class"), SF.lit("method")), "TRY_REFLECT('class', 'method')"),
+ ],
+)
+def test_try_reflect(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.try_to_date("cola"), "TRY_TO_DATE(cola)"),
+ (SF.try_to_date("cola", "yyyy-MM-dd"), "TRY_TO_DATE(cola, 'yyyy-MM-dd')"),
+ (SF.try_to_date(SF.col("cola")), "TRY_TO_DATE(cola)"),
+ ],
+)
+def test_try_to_date(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.try_to_time("cola"), "TRY_TO_TIME(cola)"),
+ (SF.try_to_time(SF.col("cola")), "TRY_TO_TIME(cola)"),
+ ],
+)
+def test_try_to_time(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.try_url_decode("cola"), "TRY_URL_DECODE(cola)"),
+ (SF.try_url_decode(SF.col("cola")), "TRY_URL_DECODE(cola)"),
+ ],
+)
+def test_try_url_decode(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.try_validate_utf8("cola"), "TRY_VALIDATE_UTF8(cola)"),
+ (SF.try_validate_utf8(SF.col("cola")), "TRY_VALIDATE_UTF8(cola)"),
+ ],
+)
+def test_try_validate_utf8(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.try_variant_get("cola", "$.a", "INT"), "TRY_VARIANT_GET(cola, '$.a', 'INT')"),
+ (SF.try_variant_get(SF.col("cola"), "$.a", "INT"), "TRY_VARIANT_GET(cola, '$.a', 'INT')"),
+ ],
+)
+def test_try_variant_get(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.uniform(SF.lit(0), SF.lit(10)), "UNIFORM(0, 10)"),
+ (SF.uniform(SF.lit(0), SF.lit(10), SF.lit(42)), "UNIFORM(0, 10, 42)"),
+ ],
+)
+def test_uniform(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.uuid(), "UUID()"),
+ (SF.uuid(SF.lit(42)), "UUID(42)"),
+ ],
+)
+def test_uuid(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.validate_utf8("cola"), "VALIDATE_UTF8(cola)"),
+ (SF.validate_utf8(SF.col("cola")), "VALIDATE_UTF8(cola)"),
+ ],
+)
+def test_validate_utf8(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.variant_get("cola", "$.a", "INT"), "VARIANT_GET(cola, '$.a', 'INT')"),
+ (SF.variant_get(SF.col("cola"), "$.a", "INT"), "VARIANT_GET(cola, '$.a', 'INT')"),
+ ],
+)
+def test_variant_get(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
+
+
+@pytest.mark.parametrize(
+ "expression, expected",
+ [
+ (SF.zeroifnull("cola"), "COALESCE(cola, 0)"),
+ (SF.zeroifnull(SF.col("cola")), "COALESCE(cola, 0)"),
+ ],
+)
+def test_zeroifnull(expression, expected):
+ assert expression.column_expression.sql(dialect="spark") == expected
diff --git a/uv.lock b/uv.lock
index 689f35ce..28ce1ec8 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
version = 1
-revision = 3
+revision = 1
requires-python = ">=3.10"
resolution-markers = [
"python_full_version >= '3.14' and sys_platform == 'win32'",
@@ -15,9 +15,9 @@ resolution-markers = [
name = "annotated-types"
version = "0.7.0"
source = { registry = "https://pypi.org/simple" }
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+sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081 }
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+ { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643 },
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[[package]]
@@ -29,27 +29,27 @@ dependencies = [
{ name = "idna" },
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
]
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+sdist = { url = "https://files.pythonhosted.org/packages/96/f0/5eb65b2bb0d09ac6776f2eb54adee6abe8228ea05b20a5ad0e4945de8aac/anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703", size = 228685 }
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+ { url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c", size = 113592 },
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name = "asn1crypto"
version = "1.5.1"
source = { registry = "https://pypi.org/simple" }
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+sdist = { url = "https://files.pythonhosted.org/packages/de/cf/d547feed25b5244fcb9392e288ff9fdc3280b10260362fc45d37a798a6ee/asn1crypto-1.5.1.tar.gz", hash = "sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c", size = 121080 }
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+ { url = "https://files.pythonhosted.org/packages/c9/7f/09065fd9e27da0eda08b4d6897f1c13535066174cc023af248fc2a8d5e5a/asn1crypto-1.5.1-py2.py3-none-any.whl", hash = "sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67", size = 105045 },
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version = "1.2.0"
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+sdist = { url = "https://files.pythonhosted.org/packages/86/72/cd9b395f25e290e633655a100af28cb253e4393396264a98bd5f5951d50f/backports_tarfile-1.2.0.tar.gz", hash = "sha256:d75e02c268746e1b8144c278978b6e98e85de6ad16f8e4b0844a154557eca991", size = 86406 }
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+ { url = "https://files.pythonhosted.org/packages/b9/fa/123043af240e49752f1c4bd24da5053b6bd00cad78c2be53c0d1e8b975bc/backports.tarfile-1.2.0-py3-none-any.whl", hash = "sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34", size = 30181 },
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@@ -60,9 +60,9 @@ dependencies = [
{ name = "soupsieve" },
{ name = "typing-extensions" },
]
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+sdist = { url = "https://files.pythonhosted.org/packages/c3/b0/1c6a16426d389813b48d95e26898aff79abbde42ad353958ad95cc8c9b21/beautifulsoup4-4.14.3.tar.gz", hash = "sha256:6292b1c5186d356bba669ef9f7f051757099565ad9ada5dd630bd9de5fa7fb86", size = 627737 }
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+ { url = "https://files.pythonhosted.org/packages/1a/39/47f9197bdd44df24d67ac8893641e16f386c984a0619ef2ee4c51fbbc019/beautifulsoup4-4.14.3-py3-none-any.whl", hash = "sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb", size = 107721 },
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@@ -74,9 +74,9 @@ dependencies = [
{ name = "jmespath" },
{ name = "s3transfer" },
]
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+sdist = { url = "https://files.pythonhosted.org/packages/3d/74/9e97b4ca692ed3ee2c5cb616790c3b00290b73babc63b85c7ed392ed74b1/boto3-1.42.55.tar.gz", hash = "sha256:e7b8fcc123da442449da8a2be65b3e60a3d8cfb2b26a52f7b3c6f9f8e84cbdf0", size = 112771 }
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+ { url = "https://files.pythonhosted.org/packages/19/04/ca0b37dbb980fc59e9414f7bcb5d6209b1d3a03da433784e21fdd7282269/boto3-1.42.55-py3-none-any.whl", hash = "sha256:cb4bc94c0ba522242e291d16b4f631e139f525fbc9772229f3e84f5d834fd88e", size = 140556 },
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