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README.md ADDED
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+ ---
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+ dataset_info:
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+ features:
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+ - name: sample_id
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+ dtype: string
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+ - name: code
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+ dtype: string
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+ - name: source_file
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+ dtype: string
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+ - name: genome
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+ dtype: string
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+ - name: io_pairs
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+ dtype: string
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+ - name: num_io_pairs
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+ dtype: int64
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+ - name: correct_io_input
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+ dtype: string
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+ - name: correct_io_output
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+ dtype: string
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+ - name: incorrect_io_input
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+ dtype: string
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+ - name: incorrect_io_output
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+ dtype: string
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+ - name: metric_N1
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+ dtype: float64
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+ - name: metric_N2
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+ dtype: float64
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+ - name: metric_alpha_count
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+ dtype: float64
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+ - name: metric_approx_word_count
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+ dtype: float64
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+ - name: metric_average_clustering
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+ dtype: float64
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+ - name: metric_average_shortest_path_length
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+ dtype: float64
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+ - name: metric_avg_opcode_count
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+ dtype: float64
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+ - name: metric_blank
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+ dtype: float64
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+ - name: metric_bugs
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+ dtype: float64
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+ - name: metric_calculated_length
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+ dtype: float64
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+ - name: metric_code
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+ dtype: 'null'
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+ - name: metric_code_length
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+ dtype: float64
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+ - name: metric_comments
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+ dtype: float64
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+ - name: metric_contains_emails
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+ dtype: float64
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+ - name: metric_contains_numbers
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+ dtype: float64
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+ - name: metric_contains_special_sequences
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+ dtype: float64
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+ - name: metric_contains_urls
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+ dtype: float64
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+ - name: metric_cyclomatic_complexity
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+ dtype: float64
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+ - name: metric_density
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+ dtype: float64
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+ - name: metric_diameter
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+ dtype: float64
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+ - name: metric_dict_count
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+ dtype: float64
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+ - name: metric_difficulty
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+ dtype: float64
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+ - name: metric_digit_count
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+ dtype: float64
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+ - name: metric_effort
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+ dtype: float64
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+ - name: metric_graph_nodes_!=
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+ dtype: float64
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+ - name: metric_graph_nodes_%
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+ dtype: float64
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+ - name: metric_graph_nodes_(
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+ dtype: float64
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+ - name: metric_graph_nodes_)
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+ dtype: float64
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+ - name: metric_graph_nodes_*
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+ dtype: float64
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+ - name: metric_graph_nodes_**
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+ dtype: float64
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+ - name: metric_graph_nodes_*=
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+ dtype: float64
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+ - name: metric_graph_nodes_+
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+ dtype: float64
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+ - name: metric_graph_nodes_+=
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+ dtype: float64
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+ - name: metric_graph_nodes_,
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+ dtype: float64
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+ - name: metric_graph_nodes_-
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+ dtype: float64
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+ - name: metric_graph_nodes_-=
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+ dtype: float64
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+ - name: metric_graph_nodes_.
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+ dtype: float64
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+ - name: metric_graph_nodes_//
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+ dtype: float64
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+ - name: 'metric_graph_nodes_:'
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+ dtype: float64
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+ - name: metric_graph_nodes_:=
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+ dtype: float64
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+ - name: metric_graph_nodes_;
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+ dtype: float64
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+ - name: metric_graph_nodes_<
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+ dtype: float64
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+ - name: metric_graph_nodes_<=
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+ dtype: float64
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+ - name: metric_graph_nodes_=
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+ dtype: float64
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+ - name: metric_graph_nodes_==
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+ dtype: float64
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+ - name: metric_graph_nodes_>
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+ dtype: float64
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+ - name: metric_graph_nodes_>=
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+ dtype: float64
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+ - name: metric_graph_nodes_[
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+ dtype: float64
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+ - name: metric_graph_nodes_]
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+ dtype: float64
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+ - name: metric_graph_nodes_and
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+ dtype: float64
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+ - name: metric_graph_nodes_argument_list
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+ dtype: float64
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+ - name: metric_graph_nodes_assert
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+ dtype: float64
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+ - name: metric_graph_nodes_assert_statement
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+ dtype: float64
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+ - name: metric_graph_nodes_assignment
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+ dtype: float64
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+ - name: metric_graph_nodes_attribute
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+ dtype: float64
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+ - name: metric_graph_nodes_augmented_assignment
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+ dtype: float64
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+ - name: metric_graph_nodes_binary_operator
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+ dtype: float64
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+ - name: metric_graph_nodes_block
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+ dtype: float64
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+ - name: metric_graph_nodes_boolean_operator
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+ dtype: float64
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+ - name: metric_graph_nodes_break
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+ dtype: float64
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+ - name: metric_graph_nodes_break_statement
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+ dtype: float64
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+ - name: metric_graph_nodes_call
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+ dtype: float64
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+ - name: metric_graph_nodes_comment
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+ dtype: float64
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+ - name: metric_graph_nodes_comparison_operator
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+ dtype: float64
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+ - name: metric_graph_nodes_conditional_expression
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+ dtype: float64
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+ - name: metric_graph_nodes_continue
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+ dtype: float64
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+ - name: metric_graph_nodes_continue_statement
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+ dtype: float64
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+ - name: metric_graph_nodes_def
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+ dtype: float64
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+ - name: metric_graph_nodes_del
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+ dtype: float64
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+ - name: metric_graph_nodes_delete_statement
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+ dtype: float64
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+ - name: metric_graph_nodes_dictionary
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+ dtype: float64
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+ - name: metric_graph_nodes_dictionary_comprehension
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+ dtype: float64
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+ - name: metric_graph_nodes_dictionary_splat
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+ dtype: float64
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+ - name: metric_graph_nodes_elif
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+ dtype: float64
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+ - name: metric_graph_nodes_elif_clause
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+ dtype: float64
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+ - name: metric_graph_nodes_else
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+ dtype: float64
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+ - name: metric_graph_nodes_else_clause
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+ dtype: float64
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+ - name: metric_graph_nodes_escape_sequence
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+ dtype: float64
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+ - name: metric_graph_nodes_except
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+ dtype: float64
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+ - name: metric_graph_nodes_except_clause
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+ dtype: float64
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+ - name: metric_graph_nodes_expression_list
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+ dtype: float64
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+ - name: metric_graph_nodes_expression_statement
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+ dtype: float64
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+ - name: metric_graph_nodes_false
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+ dtype: float64
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+ - name: metric_graph_nodes_finally
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+ dtype: float64
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+ - name: metric_graph_nodes_finally_clause
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+ dtype: float64
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+ - name: metric_graph_nodes_float
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+ dtype: float64
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+ - name: metric_graph_nodes_for
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+ dtype: float64
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+ - name: metric_graph_nodes_for_in_clause
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+ dtype: float64
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+ - name: metric_graph_nodes_for_statement
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+ dtype: float64
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+ - name: metric_graph_nodes_function_definition
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+ dtype: float64
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+ - name: metric_graph_nodes_generator_expression
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+ dtype: float64
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+ - name: metric_graph_nodes_global
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+ dtype: float64
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+ - name: metric_graph_nodes_global_statement
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+ dtype: float64
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+ - name: metric_graph_nodes_identifier
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+ dtype: float64
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+ - name: metric_graph_nodes_if
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+ dtype: float64
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+ - name: metric_graph_nodes_if_clause
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+ dtype: float64
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+ - name: metric_graph_nodes_if_statement
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+ dtype: float64
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+ - name: metric_graph_nodes_in
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+ dtype: float64
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+ - name: metric_graph_nodes_integer
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+ dtype: float64
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+ - name: metric_graph_nodes_interpolation
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+ dtype: float64
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+ - name: metric_graph_nodes_is
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+ dtype: float64
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+ - name: metric_graph_nodes_is not
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+ dtype: float64
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+ - name: metric_graph_nodes_keyword_argument
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+ dtype: float64
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+ - name: metric_graph_nodes_lambda
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+ dtype: float64
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+ - name: metric_graph_nodes_lambda_parameters
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+ dtype: float64
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+ - name: metric_graph_nodes_list
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+ dtype: float64
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+ - name: metric_graph_nodes_list_comprehension
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+ dtype: float64
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+ - name: metric_graph_nodes_list_splat
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+ dtype: float64
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+ - name: metric_graph_nodes_module
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+ dtype: float64
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+ - name: metric_graph_nodes_named_expression
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+ dtype: float64
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+ - name: metric_graph_nodes_none
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+ dtype: float64
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+ - name: metric_graph_nodes_not
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+ dtype: float64
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+ - name: metric_graph_nodes_not in
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+ dtype: float64
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+ - name: metric_graph_nodes_not_operator
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+ dtype: float64
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+ - name: metric_graph_nodes_or
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+ dtype: float64
254
+ - name: metric_graph_nodes_pair
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+ dtype: float64
256
+ - name: metric_graph_nodes_parameters
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+ dtype: float64
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+ - name: metric_graph_nodes_parenthesized_expression
259
+ dtype: float64
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+ - name: metric_graph_nodes_pass
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+ dtype: float64
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+ - name: metric_graph_nodes_pass_statement
263
+ dtype: float64
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+ - name: metric_graph_nodes_pattern_list
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+ dtype: float64
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+ - name: metric_graph_nodes_raise
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+ dtype: float64
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+ - name: metric_graph_nodes_raise_statement
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+ dtype: float64
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+ - name: metric_graph_nodes_return
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+ dtype: float64
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+ - name: metric_graph_nodes_return_statement
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+ dtype: float64
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+ - name: metric_graph_nodes_set
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+ dtype: float64
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+ - name: metric_graph_nodes_slice
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+ dtype: float64
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+ - name: metric_graph_nodes_string
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+ dtype: float64
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+ - name: metric_graph_nodes_string_content
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+ dtype: float64
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+ - name: metric_graph_nodes_string_end
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+ dtype: float64
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+ - name: metric_graph_nodes_string_start
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+ dtype: float64
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+ - name: metric_graph_nodes_subscript
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+ dtype: float64
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+ - name: metric_graph_nodes_true
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+ dtype: float64
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+ - name: metric_graph_nodes_try
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+ dtype: float64
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+ - name: metric_graph_nodes_try_statement
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+ dtype: float64
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+ - name: metric_graph_nodes_tuple
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+ dtype: float64
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+ - name: metric_graph_nodes_tuple_pattern
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+ dtype: float64
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+ - name: metric_graph_nodes_unary_operator
299
+ dtype: float64
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+ - name: metric_graph_nodes_while
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+ dtype: float64
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+ - name: metric_graph_nodes_while_statement
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+ dtype: float64
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+ - name: metric_graph_nodes_{
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+ dtype: float64
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+ - name: metric_graph_nodes_}
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+ dtype: float64
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+ - name: metric_h1
309
+ dtype: float64
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+ - name: metric_h2
311
+ dtype: float64
312
+ - name: metric_input_data_length
313
+ dtype: float64
314
+ - name: metric_input_data_type_bool
315
+ dtype: float64
316
+ - name: metric_input_data_type_dict
317
+ dtype: float64
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+ - name: metric_input_data_type_float
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+ dtype: float64
320
+ - name: metric_input_data_type_int
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+ dtype: float64
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+ - name: metric_input_data_type_list
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+ dtype: float64
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+ - name: metric_input_data_type_none
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+ dtype: float64
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+ - name: metric_input_data_type_other
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+ dtype: float64
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+ - name: metric_input_data_type_str
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+ dtype: float64
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+ - name: metric_input_data_type_tuple
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+ dtype: float64
332
+ - name: metric_is_nested
333
+ dtype: float64
334
+ - name: metric_length
335
+ dtype: float64
336
+ - name: metric_list_cnt
337
+ dtype: float64
338
+ - name: metric_list_count
339
+ dtype: float64
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+ - name: metric_lloc
341
+ dtype: float64
342
+ - name: metric_loc
343
+ dtype: float64
344
+ - name: metric_maintainability_index
345
+ dtype: float64
346
+ - name: metric_max_opcode_count
347
+ dtype: float64
348
+ - name: metric_median_opcode_count
349
+ dtype: float64
350
+ - name: metric_min_opcode_count
351
+ dtype: float64
352
+ - name: metric_multi
353
+ dtype: float64
354
+ - name: metric_newline_count
355
+ dtype: float64
356
+ - name: metric_num_assignments
357
+ dtype: float64
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+ - name: metric_num_block
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+ dtype: float64
360
+ - name: metric_num_branches
361
+ dtype: float64
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+ - name: metric_num_calls
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+ dtype: float64
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+ - name: metric_num_data_flows
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+ dtype: float64
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+ - name: metric_num_edges
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+ dtype: float64
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+ - name: metric_num_expressions
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+ dtype: float64
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+ - name: metric_num_identifiers
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+ dtype: float64
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+ - name: metric_num_literals
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+ dtype: float64
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+ - name: metric_num_loops
375
+ dtype: float64
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+ - name: metric_num_nodes
377
+ dtype: float64
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+ - name: metric_num_opcodes
379
+ dtype: float64
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+ - name: metric_num_statements
381
+ dtype: float64
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+ - name: metric_opcode_1
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+ dtype: float64
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+ - name: metric_opcode_100
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+ dtype: float64
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+ - name: metric_opcode_116
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+ dtype: float64
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+ - name: metric_opcode_125
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+ dtype: float64
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+ - name: metric_opcode_131
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+ dtype: float64
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+ - name: metric_opcode_160
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+ dtype: float64
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+ - name: metric_opcode_161
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+ dtype: float64
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+ - name: metric_opcode_83
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+ dtype: float64
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+ - name: metric_opcode_92
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+ dtype: float64
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+ - name: metric_opcodes_used0
401
+ dtype: float64
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+ - name: metric_opcodes_used1
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+ dtype: float64
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+ - name: metric_opcodes_used2
405
+ dtype: float64
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+ - name: metric_opcodes_used3
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+ dtype: float64
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+ - name: metric_parameter_count
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+ dtype: float64
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+ - name: metric_single_comments
411
+ dtype: float64
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+ - name: metric_sloc
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+ dtype: float64
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+ - name: metric_space_count
415
+ dtype: float64
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+ - name: metric_special_char_count
417
+ dtype: float64
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+ - name: metric_sum_opcodes
419
+ dtype: float64
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+ - name: metric_time
421
+ dtype: float64
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+ - name: metric_top_0_opcode_name
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+ dtype: float64
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+ - name: metric_top_10_opcode_name
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+ dtype: float64
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+ - name: metric_top_11_opcode_name
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+ dtype: float64
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+ - name: metric_top_12_opcode_name
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+ dtype: float64
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+ - name: metric_top_13_opcode_name
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+ dtype: float64
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+ - name: metric_top_14_opcode_name
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+ dtype: float64
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+ - name: metric_top_15_opcode_name
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+ dtype: float64
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+ - name: metric_top_16_opcode_name
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+ dtype: float64
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+ - name: metric_top_17_opcode_name
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+ dtype: float64
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+ - name: metric_top_18_opcode_name
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+ dtype: float64
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+ - name: metric_top_19_opcode_name
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+ dtype: float64
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+ - name: metric_top_1_opcode_name
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+ dtype: float64
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+ - name: metric_top_2_opcode_name
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+ dtype: float64
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+ - name: metric_top_3_opcode_name
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+ dtype: float64
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+ - name: metric_top_4_opcode_name
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+ dtype: float64
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+ - name: metric_top_5_opcode_name
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+ dtype: float64
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+ - name: metric_top_6_opcode_name
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+ dtype: float64
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+ - name: metric_top_7_opcode_name
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+ dtype: float64
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+ - name: metric_top_8_opcode_name
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+ dtype: float64
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+ - name: metric_top_9_opcode_name
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+ dtype: float64
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+ - name: metric_try_count
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+ dtype: float64
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+ - name: metric_tuple_count
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+ dtype: float64
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+ - name: metric_variable_count
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+ dtype: float64
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+ - name: metric_vocabulary
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+ dtype: float64
470
+ - name: metric_volume
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+ dtype: float64
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+ - name: llm_codellama_13b_correct_io_success
473
+ dtype: bool
474
+ - name: llm_codellama_13b_incorrect_io_success
475
+ dtype: bool
476
+ - name: llm_gpt_oss_120b_correct_io_success
477
+ dtype: bool
478
+ - name: llm_gpt_oss_120b_incorrect_io_success
479
+ dtype: bool
480
+ - name: llm_llama_3_3_70b_correct_io_success
481
+ dtype: bool
482
+ - name: llm_llama_3_3_70b_incorrect_io_success
483
+ dtype: bool
484
+ - name: llm_mistral_small_24b_correct_io_success
485
+ dtype: bool
486
+ - name: llm_mistral_small_24b_incorrect_io_success
487
+ dtype: bool
488
+ - name: llm_phi4_correct_io_success
489
+ dtype: bool
490
+ - name: llm_phi4_incorrect_io_success
491
+ dtype: bool
492
+ splits:
493
+ - name: test
494
+ num_bytes: 521790299
495
+ num_examples: 12584
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+ download_size: 204656979
497
+ dataset_size: 521790299
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+ configs:
499
+ - config_name: default
500
+ data_files:
501
+ - split: test
502
+ path: data/test-*
503
+ ---
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