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Parquet metadata udfs #33
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Original file line number | Diff line number | Diff line change |
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pub(crate) mod metadata; | ||
pub(crate) mod schema; |
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Original file line number | Diff line number | Diff line change |
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use ::parquet::file::statistics::Statistics; | ||
use pgrx::{iter::TableIterator, name, pg_extern, pg_schema}; | ||
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use crate::arrow_parquet::uri_utils::{parquet_metadata_from_uri, parse_uri, uri_as_string}; | ||
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#[pg_schema] | ||
mod parquet { | ||
use super::*; | ||
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#[pg_extern] | ||
#[allow(clippy::type_complexity)] | ||
fn metadata( | ||
uri: String, | ||
) -> TableIterator< | ||
'static, | ||
( | ||
name!(uri, String), | ||
name!(row_group_id, i64), | ||
name!(row_group_num_rows, i64), | ||
name!(row_group_num_columns, i64), | ||
name!(row_group_bytes, i64), | ||
name!(column_id, i64), | ||
name!(file_offset, i64), | ||
name!(num_values, i64), | ||
name!(path_in_schema, String), | ||
name!(type_name, String), | ||
name!(stats_null_count, Option<i64>), | ||
name!(stats_distinct_count, Option<i64>), | ||
name!(stats_min, Option<String>), | ||
name!(stats_max, Option<String>), | ||
name!(compression, String), | ||
name!(encodings, String), | ||
name!(index_page_offset, Option<i64>), | ||
name!(dictionary_page_offset, Option<i64>), | ||
name!(data_page_offset, i64), | ||
name!(total_compressed_size, i64), | ||
name!(total_uncompressed_size, i64), | ||
), | ||
> { | ||
let uri = parse_uri(&uri); | ||
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// new_current_thread runtime uses the current thread to run the tokio reactor. | ||
// This uses the same thread that is running the Postgres backend. | ||
let runtime = tokio::runtime::Builder::new_current_thread() | ||
.enable_all() | ||
.build() | ||
.unwrap_or_else(|e| { | ||
panic!("Failed to create tokio runtime: {}", e); | ||
}); | ||
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let parquet_metadata = runtime.block_on(parquet_metadata_from_uri(&uri)); | ||
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let mut rows = vec![]; | ||
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for (row_group_id, row_group) in parquet_metadata.row_groups().iter().enumerate() { | ||
let row_group_num_rows = row_group.num_rows(); | ||
let row_group_num_columns = row_group.num_columns() as i64; | ||
let row_group_bytes = row_group.total_byte_size(); | ||
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for (column_id, column) in row_group.columns().iter().enumerate() { | ||
let file_offset = column.file_offset(); | ||
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let num_values = column.num_values(); | ||
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let path_in_schema = column.column_path().string(); | ||
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let type_name = column.column_type().to_string(); | ||
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let mut stats_min = None; | ||
let mut stats_max = None; | ||
let mut stats_null_count = None; | ||
let mut stats_distinct_count = None; | ||
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if let Some(statistics) = column.statistics() { | ||
stats_min = stats_min_value_to_str(statistics); | ||
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stats_max = stats_max_value_to_str(statistics); | ||
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stats_null_count = statistics.null_count_opt().map(|v| v as i64); | ||
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stats_distinct_count = statistics.distinct_count_opt().map(|v| v as i64); | ||
} | ||
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let compression = column.compression().to_string(); | ||
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let encodings = column | ||
.encodings() | ||
.iter() | ||
.map(|e| e.to_string()) | ||
.collect::<Vec<_>>() | ||
.join(","); | ||
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let index_page_offset = column.index_page_offset(); | ||
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let dictionary_page_offset = column.dictionary_page_offset(); | ||
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let data_page_offset = column.data_page_offset(); | ||
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let total_compressed_size = column.compressed_size(); | ||
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let total_uncompressed_size = column.uncompressed_size(); | ||
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let row = ( | ||
uri_as_string(&uri), | ||
row_group_id as i64, | ||
row_group_num_rows, | ||
row_group_num_columns, | ||
row_group_bytes, | ||
column_id as i64, | ||
file_offset, | ||
num_values, | ||
path_in_schema, | ||
type_name, | ||
stats_null_count, | ||
stats_distinct_count, | ||
stats_min, | ||
stats_max, | ||
compression, | ||
encodings, | ||
index_page_offset, | ||
dictionary_page_offset, | ||
data_page_offset, | ||
total_compressed_size, | ||
total_uncompressed_size, | ||
); | ||
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rows.push(row); | ||
} | ||
} | ||
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TableIterator::new(rows) | ||
} | ||
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#[pg_extern] | ||
fn file_metadata( | ||
uri: String, | ||
) -> TableIterator< | ||
'static, | ||
( | ||
name!(uri, String), | ||
name!(created_by, Option<String>), | ||
name!(num_rows, i64), | ||
name!(num_row_groups, i64), | ||
name!(format_version, String), | ||
), | ||
> { | ||
let uri = parse_uri(&uri); | ||
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// new_current_thread runtime uses the current thread to run the tokio reactor. | ||
// This uses the same thread that is running the Postgres backend. | ||
let runtime = tokio::runtime::Builder::new_current_thread() | ||
.enable_all() | ||
.build() | ||
.unwrap_or_else(|e| { | ||
panic!("Failed to create tokio runtime: {}", e); | ||
}); | ||
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let parquet_metadata = runtime.block_on(parquet_metadata_from_uri(&uri)); | ||
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let created_by = parquet_metadata | ||
.file_metadata() | ||
.created_by() | ||
.map(|c| c.to_string()); | ||
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let num_rows = parquet_metadata.file_metadata().num_rows(); | ||
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let num_row_groups = parquet_metadata.num_row_groups() as i64; | ||
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let format_version = parquet_metadata.file_metadata().version().to_string(); | ||
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let row = ( | ||
uri_as_string(&uri), | ||
created_by, | ||
num_rows, | ||
num_row_groups, | ||
format_version, | ||
); | ||
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TableIterator::new(vec![row]) | ||
} | ||
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#[pg_extern] | ||
fn kv_metadata( | ||
uri: String, | ||
) -> TableIterator< | ||
'static, | ||
( | ||
name!(uri, String), | ||
name!(key, Vec<u8>), | ||
name!(value, Option<Vec<u8>>), | ||
), | ||
> { | ||
let uri = parse_uri(&uri); | ||
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// new_current_thread runtime uses the current thread to run the tokio reactor. | ||
// This uses the same thread that is running the Postgres backend. | ||
let runtime = tokio::runtime::Builder::new_current_thread() | ||
.enable_all() | ||
.build() | ||
.unwrap_or_else(|e| { | ||
panic!("Failed to create tokio runtime: {}", e); | ||
}); | ||
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let parquet_metadata = runtime.block_on(parquet_metadata_from_uri(&uri)); | ||
let kv_metadata = parquet_metadata.file_metadata().key_value_metadata(); | ||
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if kv_metadata.is_none() { | ||
return TableIterator::new(vec![]); | ||
} | ||
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let kv_metadata = kv_metadata.expect("kv_metadata should be Some"); | ||
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let mut rows = vec![]; | ||
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for kv in kv_metadata { | ||
let key = kv.key.as_bytes().to_owned(); | ||
let value = kv.value.as_ref().map(|v| v.as_bytes().to_owned()); | ||
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let row = (uri_as_string(&uri), key, value); | ||
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rows.push(row); | ||
} | ||
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TableIterator::new(rows) | ||
} | ||
} | ||
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fn stats_min_value_to_str(statistics: &Statistics) -> Option<String> { | ||
match &statistics { | ||
Statistics::Boolean(val_stats) => val_stats.min_opt().map(|v| v.to_string()), | ||
Statistics::Int32(val_stats) => val_stats.min_opt().map(|v| v.to_string()), | ||
Statistics::Int64(val_stats) => val_stats.min_opt().map(|v| v.to_string()), | ||
Statistics::Int96(val_stats) => val_stats.min_opt().map(|v| v.to_string()), | ||
Statistics::Float(val_stats) => val_stats.min_opt().map(|v| v.to_string()), | ||
Statistics::Double(val_stats) => val_stats.min_opt().map(|v| v.to_string()), | ||
Statistics::ByteArray(val_stats) => val_stats.min_opt().map(|v| match v.as_utf8() { | ||
Ok(v) => v.to_string(), | ||
Err(_) => v.to_string(), | ||
}), | ||
Statistics::FixedLenByteArray(val_stats) => { | ||
val_stats.min_opt().map(|v| match v.as_utf8() { | ||
Ok(v) => v.to_string(), | ||
Err(_) => v.to_string(), | ||
}) | ||
} | ||
} | ||
} | ||
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fn stats_max_value_to_str(statistics: &Statistics) -> Option<String> { | ||
match statistics { | ||
Statistics::Boolean(statistics) => statistics.max_opt().map(|v| v.to_string()), | ||
Statistics::Int32(statistics) => statistics.max_opt().map(|v| v.to_string()), | ||
Statistics::Int64(statistics) => statistics.max_opt().map(|v| v.to_string()), | ||
Statistics::Int96(statistics) => statistics.max_opt().map(|v| v.to_string()), | ||
Statistics::Float(statistics) => statistics.max_opt().map(|v| v.to_string()), | ||
Statistics::Double(statistics) => statistics.max_opt().map(|v| v.to_string()), | ||
Statistics::ByteArray(statistics) => statistics.max_opt().map(|v| match v.as_utf8() { | ||
Ok(v) => v.to_string(), | ||
Err(_) => v.to_string(), | ||
}), | ||
Statistics::FixedLenByteArray(statistics) => { | ||
statistics.max_opt().map(|v| match v.as_utf8() { | ||
Ok(v) => v.to_string(), | ||
Err(_) => v.to_string(), | ||
}) | ||
} | ||
} | ||
} |
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high-level pgrx question, how does it handle function signature changes over time?
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cargo pgrx schema
generates sql file of the current version. Then, we need to use a schema diff tool to generate the schema diffs. An example script that does it example new release.