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BaseTable API Reference

Type: groggy.BaseTable

Overview

Base class for tabular data operations shared by NodesTable and EdgesTable.

Primary Use Cases: - Generic table operations - Column-based data access - Aggregations and transformations

Related Objects: - NodesTable - EdgesTable - BaseArray

Complete Method Reference

The following methods are available on BaseTable objects. This reference is generated from comprehensive API testing and shows all empirically validated methods.

Method Returns Status
add_prefix() ? ✗
add_suffix() ? ✗
agg() ? ✗
aggregate() ? ✗
append() ? ✗
append_row() ? ✗
apply() BaseTable ✓
apply_to_columns() BaseTable ✓
apply_to_rows() BaseTable ✓
assign() ? ✗
check_outliers() ? ✗
column() BaseArray ✓
column_info() dict ✓
column_names() list ✓
columns() list ✓
corr() BaseTable ✓
corr_columns() ? ✗
cov() BaseTable ✓
cov_columns() ? ✗
cummax() BaseArray ✓
cummin() BaseArray ✓
cumsum() BaseArray ✓
describe() BaseTable ✓
drop_columns() BaseTable ✓
drop_duplicates() BaseTable ✓
drop_rows() ? ✗
dropna() BaseTable ✓
dropna_subset() ? ✗
expanding() ? ✗
expanding_all() ? ✗
extend() ? ✗
extend_rows() ? ✗
fillna() ? ✗
fillna_all() ? ✗
filter() ? ✗
from_csv() ? ✗
from_dict() ? ✗
from_json() ? ✗
from_parquet() ? ✗
get_column_numeric() ? ✗
get_column_raw() BaseArray ✓
get_percentile() ? ✗
group_by() TableArray ✓
group_by_agg() ? ✗
groupby() ? ✗
groupby_single() TableArray ✓
has_column() bool ✓
has_nulls() bool ✓
head() BaseTable ✓
intersect() ? ✗
is_empty() bool ✓
isin() ? ✗
isna() BaseTable ✓
iter() BaseTableRowIterator ✓
join() ? ✗
median() ? ✗
melt() ? ✗
ncols() int ✓
nlargest() BaseTable ✓
notna() BaseTable ✓
nrows() int ✓
nsmallest() BaseTable ✓
null_counts() dict ✓
parse_join_on() ? ✗
pct_change() BaseArray ✓
percentile() ? ✗
percentiles() ? ✗
pivot_table() ? ✗
profile() BaseTable ✓
quantile() ? ✗
quantiles() ? ✗
query() ? ✗
rename() ? ✗
reorder_columns() ? ✗
rich_display() str ✓
rolling() ? ✗
rolling_all() ? ✗
sample() ? ✗
select() BaseTable ✓
set_column() ? ✗
set_value() ? ✗
set_values_by_mask() ? ✗
set_values_by_range() ? ✗
shape() tuple ✓
shift() ? ✗
slice() ? ✗
sort_by() BaseTable ✓
sort_values() BaseTable ✓
std() ? ✗
tail() BaseTable ✓
to_csv() ? ✗
to_edges_table() ? ✗
to_json() ? ✗
to_nodes_table() ? ✗
to_pandas() DataFrame ✓
to_parquet() ? ✗
to_type() ? ✗
union() ? ✗
validate_schema() ? ✗
value_counts() BaseTable ✓
var() ? ✗

Legend: - ✓ = Method tested and working - ✗ = Method failed in testing or not yet validated - ? = Return type not yet determined

Method Categories

Creation & Construction

None in this category.

Queries & Inspection

  • add_prefix() → ?
  • add_suffix() → ?
  • aggregate() → ?
  • append() → ?
  • append_row() → ?
  • apply() → BaseTable
  • apply_to_columns() → BaseTable
  • apply_to_rows() → BaseTable
  • assign() → ?
  • check_outliers() → ?
  • column() → BaseArray
  • column_info() → dict
  • column_names() → list
  • columns() → list
  • corr() → BaseTable
  • corr_columns() → ?
  • cov() → BaseTable
  • cov_columns() → ?
  • cummax() → BaseArray
  • cummin() → BaseArray
  • cumsum() → BaseArray
  • describe() → BaseTable
  • drop_columns() → BaseTable
  • drop_duplicates() → BaseTable
  • drop_rows() → ?
  • dropna() → BaseTable
  • dropna_subset() → ?
  • expanding() → ?
  • expanding_all() → ?
  • extend() → ?
  • extend_rows() → ?
  • fillna() → ?
  • fillna_all() → ?
  • from_csv() → ?
  • from_dict() → ?
  • from_json() → ?
  • from_parquet() → ?
  • get_column_numeric() → ?
  • get_column_raw() → BaseArray
  • get_percentile() → ?
  • group_by_agg() → ?
  • groupby() → ?
  • groupby_single() → TableArray
  • has_column() → bool
  • has_nulls() → bool
  • head() → BaseTable
  • intersect() → ?
  • is_empty() → bool
  • isin() → ?
  • isna() → BaseTable
  • iter() → BaseTableRowIterator
  • join() → ?
  • median() → ?
  • melt() → ?
  • ncols() → int
  • nlargest() → BaseTable
  • notna() → BaseTable
  • nrows() → int
  • nsmallest() → BaseTable
  • null_counts() → dict
  • parse_join_on() → ?
  • pct_change() → BaseArray
  • percentile() → ?
  • percentiles() → ?
  • pivot_table() → ?
  • profile() → BaseTable
  • quantile() → ?
  • quantiles() → ?
  • query() → ?
  • rename() → ?
  • reorder_columns() → ?
  • rich_display() → str
  • rolling() → ?
  • rolling_all() → ?
  • set_column() → ?
  • set_value() → ?
  • set_values_by_mask() → ?
  • set_values_by_range() → ?
  • shape() → tuple
  • shift() → ?
  • slice() → ?
  • sort_by() → BaseTable
  • sort_values() → BaseTable
  • std() → ?
  • tail() → BaseTable
  • to_edges_table() → ?
  • to_nodes_table() → ?
  • to_type() → ?
  • union() → ?
  • validate_schema() → ?
  • value_counts() → BaseTable
  • var() → ?

Transformations

  • agg() → ?
  • filter() → ?
  • group_by() → TableArray
  • sample() → ?
  • select() → BaseTable

Algorithms

None in this category.

State Management

None in this category.

I/O & Export

  • to_csv() → ?
  • to_json() → ?
  • to_pandas() → DataFrame
  • to_parquet() → ?

Object Transformations

BaseTable can transform into:

  • BaseTable → BaseArray: table["column"]
  • BaseTable → DataFrame: table.to_pandas()
  • BaseTable → AggregationResult: table.agg(...)

See Object Transformation Graph for complete delegation chains.

See Also