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Posted to commits@madlib.apache.org by ri...@apache.org on 2016/04/01 22:26:28 UTC

[10/11] incubator-madlib git commit: Upgrade: Add support for upgrading from v1.x to v1.9

Upgrade: Add support for upgrading from v1.x to v1.9


Project: http://git-wip-us.apache.org/repos/asf/incubator-madlib/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-madlib/commit/7d38786d
Tree: http://git-wip-us.apache.org/repos/asf/incubator-madlib/tree/7d38786d
Diff: http://git-wip-us.apache.org/repos/asf/incubator-madlib/diff/7d38786d

Branch: refs/heads/master
Commit: 7d38786deffd2b145da980b17cb39fc2671e0880
Parents: 96f9ac0
Author: Orhan Kislal <ok...@pivotal.io>
Authored: Fri Apr 1 12:39:36 2016 -0700
Committer: Rahul Iyer <ri...@apache.org>
Committed: Fri Apr 1 12:47:35 2016 -0700

----------------------------------------------------------------------
 deploy/gppkg/CMakeLists.txt            |    2 +-
 src/CMakeLists.txt                     |    4 +-
 src/config/Version.yml                 |    2 +-
 src/madpack/changelist.yaml            |  738 +++++++++++++--
 src/madpack/changelist_1.0_1.8.yaml    |  673 -------------
 src/madpack/changelist_1.0_1.9.yaml    | 1354 +++++++++++++++++++++++++++
 src/madpack/changelist_1.1_1.8.yaml    |  668 -------------
 src/madpack/changelist_1.1_1.9.yaml    | 1348 ++++++++++++++++++++++++++
 src/madpack/changelist_1.2_1.8.yaml    |  636 -------------
 src/madpack/changelist_1.2_1.9.yaml    | 1315 ++++++++++++++++++++++++++
 src/madpack/changelist_1.3_1.8.yaml    |  568 -----------
 src/madpack/changelist_1.3_1.9.yaml    | 1246 ++++++++++++++++++++++++
 src/madpack/changelist_1.4.1_1.8.yaml  |  500 ----------
 src/madpack/changelist_1.4.1_1.9.yaml  | 1179 +++++++++++++++++++++++
 src/madpack/changelist_1.4_1.8.yaml    |  505 ----------
 src/madpack/changelist_1.4_1.9.yaml    | 1182 +++++++++++++++++++++++
 src/madpack/changelist_1.5_1.8.yaml    |  362 -------
 src/madpack/changelist_1.5_1.9.yaml    | 1039 ++++++++++++++++++++
 src/madpack/changelist_1.6.0S_1.8.yaml |  230 -----
 src/madpack/changelist_1.6.0S_1.9.yaml |  908 ++++++++++++++++++
 src/madpack/changelist_1.6_1.8.yaml    |  237 -----
 src/madpack/changelist_1.6_1.9.yaml    |  914 ++++++++++++++++++
 src/madpack/changelist_1.7.1_1.9.yaml  |  778 +++++++++++++++
 src/madpack/changelist_1.7_1.8.yaml    |  121 ---
 src/madpack/changelist_1.7_1.9.yaml    |  799 ++++++++++++++++
 src/madpack/diff_udf.sql               |    2 +-
 src/madpack/diff_udt.sql               |   44 +-
 src/madpack/upgrade_util.py            |   24 +-
 28 files changed, 12778 insertions(+), 4600 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/incubator-madlib/blob/7d38786d/deploy/gppkg/CMakeLists.txt
----------------------------------------------------------------------
diff --git a/deploy/gppkg/CMakeLists.txt b/deploy/gppkg/CMakeLists.txt
index 21c0d03..2d2f46b 100644
--- a/deploy/gppkg/CMakeLists.txt
+++ b/deploy/gppkg/CMakeLists.txt
@@ -2,7 +2,7 @@
 # Packaging for Greenplum's gppkg
 # ------------------------------------------------------------------------------
 
-set(MADLIB_GPPKG_VERSION "1.9.4")
+set(MADLIB_GPPKG_VERSION "1.9.5")
 set(MADLIB_GPPKG_RELEASE_NUMBER 1)
 set(MADLIB_GPPKG_RPM_SOURCE_DIR
     "${CMAKE_BINARY_DIR}/_CPack_Packages/Linux/RPM/${CPACK_PACKAGE_FILE_NAME}"

http://git-wip-us.apache.org/repos/asf/incubator-madlib/blob/7d38786d/src/CMakeLists.txt
----------------------------------------------------------------------
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index d8bb60a..89e36af 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -53,12 +53,12 @@ endif (NOT BOOST_TAR_SOURCE)
 
 set(EIGEN_VERSION "branches/3.2")
 set(EIGEN_URL "${GITHUB_MADLIB_BASE_URL}/eigen/archive/${EIGEN_VERSION}.tar.gz")
-set(EIGEN_TAR_MD5 52cd37725d0a1852325d9325674423fa)
+set(EIGEN_TAR_MD5 13bc1043270d8f4397339c0cb0b62938)
 set(EIGEN_MPL2_ONLY TRUE)
 
 if(NOT EIGEN_TAR_SOURCE)
     STRING(REGEX REPLACE "/" "-" EIGEN_VERSION_NO_SLASH ${EIGEN_VERSION})
-    set(EIGEN_TAR "eigen-${EIGEN_VERSION_NO_SLASH}.tar.gz")
+    set(EIGEN_TAR "eigen-${EIGEN_VERSION_NO_SLASH}.tar.gz")   # eigen-branches-3.2.tar.gz
     find_file(EIGEN_TAR_SOURCE ${EIGEN_TAR}
               PATHS ${MAD_THIRD_PARTY}/downloads)
 endif(NOT EIGEN_TAR_SOURCE)

http://git-wip-us.apache.org/repos/asf/incubator-madlib/blob/7d38786d/src/config/Version.yml
----------------------------------------------------------------------
diff --git a/src/config/Version.yml b/src/config/Version.yml
index 162e2fe..51c56dc 100644
--- a/src/config/Version.yml
+++ b/src/config/Version.yml
@@ -1 +1 @@
-version: 1.8dev
+version: 1.9

http://git-wip-us.apache.org/repos/asf/incubator-madlib/blob/7d38786d/src/madpack/changelist.yaml
----------------------------------------------------------------------
diff --git a/src/madpack/changelist.yaml b/src/madpack/changelist.yaml
index 1af6860..ee7bcd4 100644
--- a/src/madpack/changelist.yaml
+++ b/src/madpack/changelist.yaml
@@ -1,4 +1,4 @@
-# Changelist for MADlib version 1.7.1 to 1.8
+# Changelist for MADlib version 1.8 to 1.9
 
 # This file contains all changes that were introduced in a new version of
 # MADlib. This changelist is used by the upgrade script to detect what objects
@@ -9,12 +9,29 @@
 # file installed on the upgrade version. All other files (that don't have
 # updates), are cleaned up to remove object replacements
 new module:
-    # ----------------- Changes from 1.7.1 to 1.8 ----------
-    text_utilities:
-
 # Changes in the types (UDT) including removal and modification
 udt:
-    # ----------------- Changes from 1.7.1 to 1.8 ----------
+    # ----------------- Changes from 1.8 to 1.9 ----------
+    __enc_tbl_result:
+    __gen_acc_time:
+    __rep_type:
+    __train_result:
+    c45_classify_result:
+    c45_train_result:
+    correlation_result:
+    lsvm_sgd_model_rec:
+    lsvm_sgd_result:
+    rf_classify_result:
+    rf_train_result:
+    svm_cls_result:
+    svm_model_pr:
+    svm_model_rec:
+    svm_nd_result:
+    svm_reg_result:
+    svm_support_vector:
+    _prune_result_type:
+    _tree_result_type:
+    linear_svm_result:
 
 # List of the UDF changes that affect the user externally. This includes change
 # in function name, return type, argument order or types, or removal of
@@ -23,78 +40,677 @@ udt:
 # are user views dependent on this function, since the original function will
 # not be present in the upgraded version.
 udf:
-    # ----------------- Changes from 1.7.1 to 1.8 ----------
-    - __filter_input_relation:
-        rettype: character varying
-        argument: character varying, character varying
-    - __lda_util_unnest:
-        rettype: SETOF bigint[]
-        argument: bigint[]
-    - matrix_block_mult:
-        rettype: schema_madlib.matrix_result
-        argument: text, text, text
-    - matrix_block_square:
-        rettype: schema_madlib.matrix_result
-        argument: text, text
-    - matrix_block_trans:
-        rettype: schema_madlib.matrix_result
-        argument: text, text
+    # ----------------- Changes from 1.8 to 1.9 ----------
+
+    - _dt_apply:
+       rettype: schema_madlib._tree_result_type
+       argument: schema_madlib.bytea8,schema_madlib.bytea8,schema_madlib.bytea8,smallint,smallint,smallint,boolean,integer
+
+    - internal_linear_svm_igd_result:
+       rettype: schema_madlib.linear_svm_result
+       argument: double precision[]
+
+    - _prune_and_cplist:
+       rettype: schema_madlib._prune_result_type
+       argument: schema_madlib.bytea8,double precision,boolean
+
+    - __array_elem_in:
+       rettype: boolean[]
+       argument: anyarray, anyarray
+
+    - __array_indexed_agg_ffunc:
+       rettype: double precision[]
+       argument: double precision[]
+
+    - __array_indexed_agg_prefunc:
+       rettype: double precision[]
+       argument: double precision[], double precision[]
+
+    - __array_indexed_agg_sfunc:
+       rettype: double precision[]
+       argument: double precision[], double precision, bigint, bigint
+
+    - __array_search:
+       rettype: boolean
+       argument: anyelement, anyarray
+
+    - __array_sort:
+       rettype: anyarray
+       argument: anyarray
+
+    - __assert:
+       rettype: void
+       argument: boolean, text
+
+    - __assert_table:
+       rettype: void
+       argument: text, boolean
+
+    - __best_scv_prefunc:
+       rettype: double precision[]
+       argument: double precision[], double precision[]
+
+    - __best_scv_sfunc:
+       rettype: double precision[]
+       argument: double precision[], double precision[], integer, double precision
+
+    - __bigint_array_add:
+       rettype: bigint[]
+       argument: bigint[], bigint[]
+
+    - __breakup_table:
+       rettype: void
+       argument: text, text, text, text, text, text[], boolean[], integer, integer
+
+    - __check_dt_common_params:
+       rettype: void
+       argument: text, text, text, text, text, text, text, text, integer, double precision, double precision, integer, text
+
+    - __check_training_table:
+       rettype: void
+       argument: text, text[], text[], text, text, integer
+
+    - __column_exists:
+       rettype: boolean
+       argument: text, text
+
+    - __columns_in_table:
+       rettype: boolean
+       argument: text[], text
+
+    - __create_metatable:
+       rettype: void
+       argument: text
+
+    - __create_tree_tables:
+       rettype: void
+       argument: text
+
+    - __csvstr_to_array:
+       rettype: text[]
+       argument: text
+
+    - __display_node_sfunc:
+       rettype: text
+       argument: text, integer, boolean, text, text, double precision, double precision, text, integer
+
+    - __display_tree_no_ordered_aggr:
+       rettype: text
+       argument: text, integer, integer, integer, boolean, double precision, text, integer, integer
+
+    - __distinct_feature_value:
+       rettype: integer
+       argument: text, integer
+
+    - __drop_metatable:
+       rettype: void
+       argument: text
+
+    - __dt_acc_count_sfunc:
+       rettype: bigint[]
+       argument: bigint[], integer, bigint, integer
+
+    - __dt_get_node_split_fids:
+       rettype: integer[]
+       argument: integer, integer, integer, integer[]
+
+    - __ebp_calc_errors:
+       rettype: double precision
+       argument: double precision, double precision, double precision
+
+    - __ebp_prune_tree:
+       rettype: void
+       argument: text
+
+    - __encode_and_train:
+       rettype: record
+       argument: text, text, integer, integer, text, text, text, text, text, text, text, double precision, text, integer, double precision, boolean, double precision, double precision, text, integer
+
+    - __encode_columns:
+       rettype: void
+       argument: text, text, integer, integer
+
+    - __encode_table:
+       rettype: void
+       argument: text, text, text, integer, integer
+
+    - __encode_table:
+       rettype: void
+       argument: text, text, text[], text, text[], text, text, integer, integer
+
+    - __find_best_split:
+       rettype: void
+       argument: text, double precision, text, integer, integer, text, integer, integer
+
+    - __format:
+       rettype: text
+       argument: text, text
+
+    - __format:
+       rettype: text
+       argument: text, text, text
+
+    - __format:
+       rettype: text
+       argument: text, text, text, text
+
+    - __format:
+       rettype: text
+       argument: text, text, text, text, text
+
+    - __format:
+       rettype: text
+       argument: text, text[]
+
+    - __gen_acc:
+       rettype: __gen_acc_time
+       argument: text, text, text, text, text, integer, integer, boolean, integer
+
+    - __gen_enc_meta_names:
+       rettype: text[]
+       argument: text, text
+
+    - __gen_horizontal_encoded_table:
+       rettype: void
+       argument: text, text, integer, integer
+
+    - __gen_vertical_encoded_table:
+       rettype: void
+       argument: text, text, text, boolean, integer
+
+    - __generate_final_tree:
+       rettype: void
+       argument: text
+
+    - __get_class_column_name:
+       rettype: text
+       argument: text
+
+    - __get_class_value:
+       rettype: text
+       argument: integer, text
+
+    - __get_classtable_name:
+       rettype: text
+       argument: text
+
+    - __get_column_value:
+       rettype: text
+       argument: integer, integer, character, text
+
+    - __get_feature_name:
+       rettype: text
+       argument: integer, text
+
+    - __get_feature_value:
+       rettype: text
+       argument: integer, integer, text
+
+    - __get_features_of_nodes:
+       rettype: text
+       argument: text, text, integer, integer, integer
+
+    - __get_id_column_name:
+       rettype: text
+       argument: text
+
+    - __get_schema_name:
+       rettype: text
+       argument: text
+
+    - __get_table_name:
+       rettype: text
+       argument: text
+
+    - __insert_into_metatable:
+       rettype: void
+       argument: text, integer, text, character, boolean, text, integer
+
+    - __is_valid_enc_table:
+       rettype: boolean
+       argument: text
+
+    - __num_of_class:
+       rettype: integer
+       argument: text
+
+    - __num_of_columns:
+       rettype: integer
+       argument: text
+
+    - __num_of_feature:
+       rettype: integer
+       argument: text
+
+    - __regclass_to_text:
+       rettype: text
+       argument: regclass
+
+    - __rename_table:
+       rettype: void
+       argument: text, text
+
+    - __rep_aggr_class_count_ffunc:
+       rettype: bigint[]
+       argument: bigint[]
+
+    - __rep_aggr_class_count_sfunc:
+       rettype: bigint[]
+       argument: bigint[], integer, integer, integer
+
+    - __rep_prune_tree:
+       rettype: void
+       argument: text, text, integer
+
+    - __sample_with_replacement:
+       rettype: void
+       argument: integer, bigint, text, text
+
+    - __sample_within_range:
+       rettype: SETOF bigint
+       argument: bigint, bigint, bigint
+
+    - __scv_aggr_ffunc:
+       rettype: double precision[]
+       argument: double precision[]
+
+    - __scv_aggr_prefunc:
+       rettype: double precision[]
+       argument: double precision[], double precision[]
+
+    - __scv_aggr_sfunc:
+       rettype: double precision[]
+       argument: double precision[], integer, boolean, integer, double precision[], double precision[], bigint
+
+    - __strip_schema_name:
+       rettype: text
+       argument: text
+
+    - __svm_random_ind2:
+       rettype: double precision[]
+       argument: integer
+
+    - __svm_random_ind:
+       rettype: double precision[]
+       argument: integer
+
+    - __svm_target_cl_func:
+       rettype: double precision
+       argument: double precision[]
+
+    - __svm_target_reg_func:
+       rettype: double precision
+       argument: double precision[]
+
+    - __table_exists:
+       rettype: boolean
+       argument: text
+
+    - __train_tree:
+       rettype: __train_result
+       argument: text, integer, integer, text, text, text, text, text, text, double precision, integer, double precision, double precision, double precision, boolean, integer, integer
+
+    - __treemodel_classify_internal:
+       rettype: text[]
+       argument: text, text, integer
+
+    - __treemodel_classify_internal_serial:
+       rettype: text[]
+       argument: text, text, integer
+
+    - __treemodel_display_no_ordered_aggr:
+       rettype: SETOF text
+       argument: text, integer[], integer
+
+    - __treemodel_display_with_ordered_aggr:
+       rettype: SETOF text
+       argument: text, integer[], integer
+
+    - __treemodel_get_vote_result:
+       rettype: void
+       argument: text, text
+
+    - __treemodel_score:
+       rettype: double precision
+       argument: text, text, integer
+
+    - __validate_input_table:
+       rettype: void
+       argument: text, text[], text, text
+
+    - __validate_metatable:
+       rettype: void
+       argument: text
+
+    - c45_classify:
+       rettype: c45_classify_result
+       argument: text, text, text
+
+    - c45_classify:
+       rettype: c45_classify_result
+       argument: text, text, text, integer
+
+    - c45_clean:
+       rettype: boolean
+       argument: text
+
+    - c45_display:
+       rettype: SETOF text
+       argument: text
+
+    - c45_display:
+       rettype: SETOF text
+       argument: text, integer
+
+    - c45_genrule:
+       rettype: SETOF text
+       argument: text
+
+    - c45_genrule:
+       rettype: SETOF text
+       argument: text, integer
+
+    - c45_score:
+       rettype: double precision
+       argument: text, text
+
+    - c45_score:
+       rettype: double precision
+       argument: text, text, integer
+
+    - c45_train:
+       rettype: c45_train_result
+       argument: text, text, text
+
+    - c45_train:
+       rettype: c45_train_result
+       argument: text, text, text, text, text, text, text, text, double precision, text
+
+    - c45_train:
+       rettype: c45_train_result
+       argument: text, text, text, text, text, text, text, text, double precision, text, integer, double precision, double precision, integer
+
+    - correlation:
+       rettype: correlation_result
+       argument: character varying, character varying
+
+    - correlation:
+       rettype: correlation_result
+       argument: character varying, character varying, character varying
+
+    - correlation:
+       rettype: correlation_result
+       argument: character varying, character varying, character varying, boolean
+
+    - linear_svm_igd_transition:
+       rettype: double precision[]
+       argument: double precision[], double precision[], boolean, double precision[], integer, double precision, double precision
+
+    - lsvm_classification:
+       rettype: SETOF lsvm_sgd_result
+       argument: text, text
+
+    - lsvm_classification:
+       rettype: SETOF lsvm_sgd_result
+       argument: text, text, boolean
+
+    - lsvm_classification:
+       rettype: SETOF lsvm_sgd_result
+       argument: text, text, boolean, boolean, double precision, double precision
+
+    - lsvm_classification:
+       rettype: SETOF lsvm_sgd_result
+       argument: text, text, boolean, boolean, double precision, double precision, integer
+
+    - lsvm_predict:
+       rettype: double precision
+       argument: double precision[], double precision[]
+
+    - lsvm_predict_batch:
+       rettype: text
+       argument: text, text, text, text, text
+
+    - lsvm_predict_batch:
+       rettype: text
+       argument: text, text, text, text, text, boolean
+
     - matrix_block_trans:
-        rettype: schema_madlib.matrix_result
-        argument: text, text, boolean
-    - matrix_blockize:
-        rettype: schema_madlib.matrix_result
-        argument: text, integer, integer, text
+       rettype: matrix_result
+       argument: text, text, text, text, boolean
+
     - matrix_densify:
-        rettype: schema_madlib.matrix_result
-        argument: text, text, text, text, text, boolean
-    - matrix_mult:
-        rettype: schema_madlib.matrix_result
-        argument: text, boolean, text, boolean, text
-    - matrix_mult:
-        rettype: schema_madlib.matrix_result
-        argument: text, text, text, text, boolean, text, text, text, text, boolean, text
-    - matrix_norm:
-        rettype: double precision
-        argument: text
-    - matrix_scale_and_add:
-        rettype: void
-        argument: text, text, double precision, text
+       rettype: matrix_result
+       argument: text, text, text, text, boolean
+
     - matrix_sparsify:
-        rettype: schema_madlib.matrix_result
-        argument: text, text, boolean
-    - matrix_square:
-        rettype: schema_madlib.matrix_result
-        argument: text, text
-    - matrix_trans:
-        rettype: schema_madlib.matrix_result
-        argument: text, text, boolean
+       rettype: matrix_result
+       argument: text, text, text, text, boolean
+
     - matrix_trans:
-        rettype: schema_madlib.matrix_result
-        argument: text, text, text, text, text, boolean
-    - matrix_unblockize:
-        rettype: schema_madlib.matrix_result
-        argument: text, text
+       rettype: matrix_result
+       argument: text, text, text, text, boolean
+
+    - rf_classify:
+       rettype: rf_classify_result
+       argument: text, text, text
+
+    - rf_classify:
+       rettype: rf_classify_result
+       argument: text, text, text, boolean, integer
+
+    - rf_classify:
+       rettype: rf_classify_result
+       argument: text, text, text, integer
+
+    - rf_clean:
+       rettype: boolean
+       argument: text
+
+    - rf_display:
+       rettype: SETOF text
+       argument: text
+
+    - rf_display:
+       rettype: SETOF text
+       argument: text, integer[]
+
+    - rf_display:
+       rettype: SETOF text
+       argument: text, integer[], integer
+
+    - rf_score:
+       rettype: double precision
+       argument: text, text
+
+    - rf_score:
+       rettype: double precision
+       argument: text, text, integer
+
+    - rf_train:
+       rettype: rf_train_result
+       argument: text, text, text
+
+    - rf_train:
+       rettype: rf_train_result
+       argument: text, text, text, integer, integer, double precision, text, text, text, text, text, integer, double precision, double precision, integer
+
+    - svdmf_run:
+       rettype: text
+       argument: text, text, text, text, integer
+
+    - svdmf_run:
+       rettype: text
+       argument: text, text, text, text, integer, integer, double precision
+
+    - svm_classification:
+       rettype: SETOF svm_cls_result
+       argument: text, text, boolean, text
+
+    - svm_classification:
+       rettype: SETOF svm_cls_result
+       argument: text, text, boolean, text, boolean, double precision, double precision
+
+    - svm_classification:
+       rettype: SETOF svm_cls_result
+       argument: text, text, boolean, text, boolean, double precision, double precision, double precision
+
+    - svm_classification:
+       rettype: SETOF svm_cls_result
+       argument: text, text, boolean, text, double precision
+
+    - svm_cls_update:
+       rettype: schema_madlib.svm_model_rec
+       argument: schema_madlib.svm_model_rec, double precision[], double precision, text, double precision, double precision, double precision
+
+    - svm_data_normalization:
+       rettype: void
+       argument: text
+
+    - svm_dot:
+       rettype: double precision
+       argument: double precision[], double precision[]
+
+    - svm_dot:
+       rettype: double precision
+       argument: double precision[], double precision[], double precision
+
+    - svm_drop_model:
+       rettype: void
+       argument: text
+
+    - svm_gaussian:
+       rettype: double precision
+       argument: double precision[], double precision[], double precision
+
+    - svm_generate_cls_data:
+       rettype: void
+       argument: text, integer, integer
+
+    - svm_generate_nd_data:
+       rettype: void
+       argument: text, integer, integer
+
+    - svm_generate_reg_data:
+       rettype: void
+       argument: text, integer, integer
+
+    - svm_nd_update:
+       rettype: schema_madlib.svm_model_rec
+       argument: schema_madlib.svm_model_rec, double precision[], text, double precision, double precision, double precision
+
+    - svm_novelty_detection:
+       rettype: SETOF schema_madlib.svm_nd_result
+       argument: text, text, boolean, text
+
+    - svm_novelty_detection:
+       rettype: SETOF schema_madlib.svm_nd_result
+       argument: text, text, boolean, text, boolean, double precision, double precision
+
+    - svm_novelty_detection:
+       rettype: SETOF schema_madlib.svm_nd_result
+       argument: text, text, boolean, text, boolean, double precision, double precision, double precision
+
+    - svm_polynomial:
+       rettype: double precision
+       argument: double precision[], double precision[], double precision
+
+    - svm_predict:
+       rettype: double precision
+       argument: schema_madlib.svm_model_rec, double precision[], text, double precision
+
+    - svm_predict_batch:
+       rettype: text
+       argument: text, text, text, text, text, boolean
+
+    - svm_predict_sub:
+       rettype: double precision
+       argument: integer, integer, double precision[], double precision[], double precision[], text, double precision
+
+    - svm_reg_update:
+       rettype: schema_madlib.svm_model_rec
+       argument: schema_madlib.svm_model_rec, double precision[], double precision, text, double precision, double precision, double precision, double precision
+
+    - svm_regression:
+       rettype: SETOF svm_reg_result
+       argument: text, text, boolean, text
+
+    - svm_regression:
+       rettype: SETOF svm_reg_result
+       argument: text, text, boolean, text, boolean, double precision, double precision, double precision
+
+    - svm_regression:
+       rettype: SETOF svm_reg_result
+       argument: text, text, boolean, text, boolean, double precision, double precision, double precision, double precision
+
+    - svm_store_model:
+       rettype: void
+       argument: text, text, text
 
 # Changes to aggregates (UDA) including removal and modification
 # Overloaded functions should be mentioned separately
 uda:
-    # ----------------- Changes from 1.7.1 to 1.8 ----------
-    - discrete_distribution_agg:
+    # ----------------- Changes from 1.8 to 1.9 ----------
+
+    - __array_indexed_agg:
+        rettype: double precision[]
+        argument: double precision, bigint, bigint
+
+    - __best_scv_aggr:
         rettype: double precision[]
-        argument: integer, double precision, integer
-    - vectorized_distribution_agg:
+        argument: double precision[], integer, double precision
+
+    - __bigint_array_sum:
+        rettype: bigint[]
+        argument: bigint[]
+
+    - __display_tree_aggr:
+        rettype: text
+        argument: integer, boolean, text, text, double precision, double precision, text, integer
+
+    - __dt_acc_count_aggr:
+        rettype: bigint[]
+        argument: integer, bigint, integer
+
+    - __rep_aggr_class_count:
+        rettype: bigint[]
+        argument: integer, integer, integer
+
+    - __scv_aggr:
+        rettype: double precision[]
+        argument: integer, boolean, integer, double precision[], double precision[], bigint
+
+    - linear_svm_igd_step:
+        rettype: double precision[]
+        argument: double precision[], boolean, double precision[], integer, double precision, double precision
+
+    - linear_svm_igd_step_serial:
+        rettype: double precision[]
+        argument: double precision[], boolean, double precision[], integer, double precision, double precision
+
+    - svm_cls_agg:
+        rettype: schema_madlib.svm_model_rec
+        argument: double precision[], double precision, text, double precision, double precision, double precision
+
+    - svm_nd_agg:
+        rettype: schema_madlib.svm_model_rec
+        argument: double precision[], text, double precision, double precision, double precision
+
+    - svm_reg_agg:
+        rettype: schema_madlib.svm_model_rec
+        argument: double precision[], double precision, text, double precision, double precision, double precision, double precision
+
+    - __svm_random_ind2:
         rettype: double precision[]
-        argument: integer[], integer[]
+        argument: integer
 
 # Casts (UDC) updated/removed
 udc:
-    # ----------------- Changes from 1.7.1 to 1.8 ----------
+    # ----------------- Changes from 1.8 to 1.9 ----------
 
 # Operators (UDO) removed/updated
 udo:
-    # ----------------- Changes from 1.7.1 to 1.8 ----------
+    # ----------------- Changes from 1.8 to 1.9 ----------
 
 # Operator Classes (UDOC) removed/updated
 udoc:
-    # ----------------- Changes from 1.7.1 to 1.8 ----------
+    # ----------------- Changes from 1.8 to 1.9 ----------

http://git-wip-us.apache.org/repos/asf/incubator-madlib/blob/7d38786d/src/madpack/changelist_1.0_1.8.yaml
----------------------------------------------------------------------
diff --git a/src/madpack/changelist_1.0_1.8.yaml b/src/madpack/changelist_1.0_1.8.yaml
deleted file mode 100644
index bd8cf92..0000000
--- a/src/madpack/changelist_1.0_1.8.yaml
+++ /dev/null
@@ -1,673 +0,0 @@
-# Changelist for MADlib version 1.0 to 1.7
-
-# This file contains all changes that were introduced in a new version of
-# MADlib. This changelist is used by the upgrade script to detect what objects
-# should be upgraded (while retaining all other objects from the previous version)
-
-# New modules (actually .sql_in files) added in upgrade version
-# For these files the sql_in code is retained as is with the functions in the
-# file installed on the upgrade version. All other files (that don't have
-# updates), are cleaned up to remove object replacements
-new module:
-    # ----------------- Changes from 1.0 to 1.1 -----------------
-    svd:
-    pca:
-    pca_project:
-    sparse_linear_systems:
-    dense_linear_systems:
-    # ----------------- Changes from 1.1 to 1.2 -----------------
-    arima:
-    arima_forecast:
-    # ----------------- Changes from 1.3 to 1.4 -----------------
-    robust_variance_coxph:
-    clustered_variance_coxph:
-    # ----------------- Changes from 1.4 to 1.4.1 ---------------
-    # ----------------- Changes from 1.4.1 to 1.5 ---------------
-    # ----------------- Changes from 1.5 to 1.6 ---------------
-    table_to_pmml:
-    # ----------------- Changes from 1.6 to 1.6.0S ----------
-    # ----------------- Changes from 1.6.0S to 1.7 ----------
-    glm:
-    multiresponseglm:
-    ordinal:
-    decision_tree:
-    random_forest:
-    distribution:
-    # ----------------- Changes from 1.7.1 to 1.8 ----------
-    text_utilities:
-
-# Changes in the types (UDT) including removal and modification
-udt:
-    # ----------------- Changes from 1.0 to 1.1 -----------------
-    # ----------------- Changes from 1.1 to 1.2 -----------------
-    summary_result:
-    # ----------------- Changes from 1.2 to 1.3 -----------------
-    __logregr_result:
-    linregr_result:
-    # ----------------- Changes from 1.3 to 1.4 -----------------
-    # coxph_result: not exists in 1.0
-    mlogregr_result:
-    marginal_logregr_result:
-    marginal_mlogregr_result:
-    # ----------------- Changes from 1.4 to 1.4.1 ---------------
-    # ----------------- Changes from 1.4.1 to 1.5 ---------------
-    # ----------------- Changes from 1.5 to 1.6 ---------------
-    # __logregr_result: appeared before
-    # coxph_result: not exists in 1.0
-    # linregr_result: appeared before
-    # mlogregr_result: appeared before
-    # some types missed before upgrade to v1.6
-    intermediate_cox_prop_hazards_result:
-    __utils_scaled_data:
-    # ----------------- Changes from 1.6 to 1.6.0S ----------
-    # ----------------- Changes from 1.6.0S to 1.7 ----------
-    bytea8:
-
-# List of the UDF changes that affect the user externally.  This includes change
-# in function name, change in argument order or argument types, and removal of
-# the function. In each case, the original function is as good as removed and a
-# new function is created. In such cases, we should abort the upgrade if there
-# are user views dependent on this function, since the original function will
-# not be present in the upgraded version.
-udf:
-    # ----------------- Changes from 1.0 to 1.1 -----------------
-    # Matrix operations
-    - __matrix_column_to_array_format:
-        rettype: schema_madlib.matrix_result
-        argument: text, text
-    - __sample_with_replacement:
-        rettype: void
-        argument: integer, integer, text, text
-
-    # ----------------- Changes from 1.1 to 1.2 -----------------
-    - summary:
-        rettype: schema_madlib.summary_result
-        argument: text, text
-    - summary:
-        rettype: schema_madlib.summary_result
-        argument: text, text, text
-    - summary:
-        rettype: schema_madlib.summary_result
-        argument: text, text, text, text
-    - summary:
-        rettype: schema_madlib.summary_result
-        argument: text, text, text, text, boolean
-    - summary:
-        rettype: schema_madlib.summary_result
-        argument: text, text, text, text, boolean, boolean
-    - summary:
-        rettype: schema_madlib.summary_result
-        argument: text, text, text, text, boolean, boolean, double precision[]
-    - summary:
-        rettype: schema_madlib.summary_result
-        argument: text, text, text, text, boolean, boolean, double precision[], integer
-    - summary:
-        rettype: schema_madlib.summary_result
-        argument: text, text, text, text, boolean, boolean, double precision[], integer, boolean
-
-    # ----------------- Changes from 1.2 to 1.3 -----------------
-    # linear regression: 'num_processed' added in 'linregr_result'
-    - linregr_final:
-        rettype: schema_madlib.linregr_result
-        argument: schema_madlib.bytea8
-    - linregr_merge_states:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, schema_madlib.bytea8
-    - linregr_transition:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, double precision, double precision[]
-
-    # logistic regression: 'num_processed' added in '__logregr_result'
-    - __logregr_cg_result:
-        rettype: schema_madlib.__logregr_result
-        argument: double precision[]
-
-    - __logregr_irls_result:
-        rettype: schema_madlib.__logregr_result
-        argument: double precision[]
-
-    - __logregr_igd_result:
-        rettype: schema_madlib.__logregr_result
-        argument: double precision[]
-
-    # ----------------- Changes from 1.3 to 1.4 -----------------
-    - __internal_get_robust_linregr_insert_string:
-        rettype: character varying
-        argument: schema_madlib.robust_linregr_result, double precision[], text
-    - __internal_get_robust_linregr_result:
-        rettype: schema_madlib.robust_linregr_result
-        argument: character varying, character varying, character varying, double precision[]
-    - __internal_get_robust_logregr_insert_string:
-        rettype: character varying
-        argument: schema_madlib.robust_logregr_result, text
-    - __internal_get_robust_logregr_result:
-        rettype: schema_madlib.robust_logregr_result
-        argument: character varying, character varying, character varying, double precision[]
-    - __internal_get_robust_mlogregr_insert_string:
-        rettype: character varying
-        argument: schema_madlib.robust_mlogregr_result, text
-    - __lda_count_topic_prefunc:
-        rettype: integer[]
-        argument: integer[], integer[]
-    - __lda_count_topic_sfunc:
-        rettype: integer[]
-        argument: integer[], integer[], integer[], integer[], integer, integer
-    - __lda_gibbs_sample:
-        rettype: integer[]
-        argument: integer[], integer[], integer[], integer[], double precision, double precision, integer, integer, integer
-    - __lda_perplexity_ffunc:
-        rettype: double precision
-        argument: integer[]
-    - __lda_perplexity_prefunc:
-        rettype: integer[]
-        argument: integer[], integer[]
-    - __lda_perplexity_sfunc:
-        rettype: integer[]
-        argument: integer[], integer[], integer[], integer[], integer[], double precision, double precision, integer, integer
-    - __lda_util_transpose:
-        rettype: integer[]
-        argument: integer[]
-    - __lda_util_unnest:
-        rettype: SETOF integer[]
-        argument: integer[]
-    - clustered_variance_mlogregr:
-        rettype: void
-        argument: text, text, text, text, text, integer, text, integer, text, double precision
-    - clustered_variance_mlogregr:
-        rettype: void
-        argument: text, text, text, text, text, integer, text, integer, text
-    - clustered_variance_mlogregr:
-        rettype: void
-        argument: text, text, text, text, text, integer, text, integer, text, double precision, boolean
-    - robust_input_checking:
-        rettype: void
-        argument: character varying, character varying, character varying, character varying
-
-    # ----------------- Changes from 1.4 to 1.4.1 ---------------
-    # ----------------- Changes from 1.4.1 to 1.5 ---------------
-    - __cmsketch_final:
-        rettype: bytea
-        argument: bytea
-    - __delete_traininginfo:
-        rettype: void
-        argument: text
-    - __get_encode_table_name:
-        rettype: text
-        argument: text
-    - __get_metatable_name:
-        rettype: text
-        argument: text
-    - __get_routine_id:
-        rettype: integer
-        argument: text
-    - __get_routine_name:
-        rettype: text
-        argument: text
-    - __get_tree_table_name:
-        rettype: text
-        argument: text
-    - __insert_into_traininginfo:
-        rettype: void
-        argument: text, text, text, text, text, text, text, text, double precision, integer, integer
-    - __treemodel_clean:
-        rettype: boolean
-        argument: text
-    - compute_lincrf:
-        rettype: integer
-        argument: character varying, character varying, character varying, character varying, character varying, integer, integer
-    - create_nb_classify_fn:
-        rettype: void
-        argument: character varying, character varying, integer, character varying
-    - create_nb_classify_fn:
-        rettype: void
-        argument: character varying, character varying, character varying, integer, character varying
-    - create_table_as:
-        rettype: void
-        argument: character varying, character varying
-    - create_table_as:
-        rettype: void
-        argument: character varying, character varying, character varying
-    - create_temp_table_as:
-        rettype: void
-        argument: character varying, character varying, character varying
-    - create_temp_table_as:
-        rettype: void
-        argument: character varying, character varying
-    - create_temporary_table_as:
-        rettype: void
-        argument: character varying, character varying, character varying
-    - create_temporary_table_as:
-        rettype: void
-        argument: character varying, character varying
-    - crf_train_fgen:
-        rettype: void
-        argument: text, text, text, text, text
-    - insert_into:
-        rettype: void
-        argument: character varying, character varying
-    - internal_create_table_as:
-        rettype: void
-        argument: boolean, character varying, character varying, character varying
-    - internal_execute_using_kmeans_args:
-        rettype: void
-        argument: character varying, double precision[], regproc, integer, double precision
-    - internal_execute_using_kmeanspp_seeding_args:
-        rettype: void
-        argument: character varying, integer, regproc, double precision[]
-    - internal_execute_using_silhouette_args:
-        rettype: double precision
-        argument: character varying, double precision[], regproc
-    - lincrf:
-        rettype: integer
-        argument: character varying, character varying, character varying, character varying, character varying, integer, character varying, character varying, integer
-    - lincrf:
-        rettype: integer
-        argument: character varying, character varying, character varying, character varying, character varying, integer, character varying, character varying
-    - lsvm_predict:
-        rettype: double precision
-        argument: text, double precision[]
-    - lsvm_predict_combo:
-        rettype: SETOF schema_madlib.svm_model_pr
-        argument: text, double precision[]
-    - lsvm_sgd_update:
-        rettype: schema_madlib.lsvm_sgd_model_rec
-        argument: schema_madlib.lsvm_sgd_model_rec, double precision[], double precision, double precision, double precision
-    - svm_cls_update:
-        rettype: schema_madlib.svm_model_rec
-        argument: schema_madlib.svm_model_rec, double precision[], double precision, text, double precision, double precision
-    - svm_nd_update:
-        rettype: schema_madlib.svm_model_rec
-        argument: schema_madlib.svm_model_rec, double precision[], text, double precision, double precision
-    - svm_predict:
-        rettype: double precision
-        argument: schema_madlib.svm_model_rec, double precision[], text
-    - svm_predict:
-        rettype: double precision
-        argument: text, double precision[]
-    - svm_predict_combo:
-        rettype: SETOF schema_madlib.svm_model_pr
-        argument: text, double precision[]
-    - svm_predict_sub:
-        rettype: double precision
-        argument: integer, integer, double precision[], double precision[], double precision[], text
-    - svm_reg_update:
-        rettype: schema_madlib.svm_model_rec
-        argument: schema_madlib.svm_model_rec, double precision[], double precision, text, double precision, double precision, double precision
-    - utils_normalize_data:
-        rettype: schema_madlib.__utils_scaled_data
-        argument: double precision[], double precision[], double precision[]
-    - vcrf_top1_label:
-        rettype: integer[]
-        argument: integer[], integer[], integer
-    - vcrf_top1_view:
-        rettype: text
-        argument: text, text, text, text
-    # ----------------- Changes from 1.5 to 1.6 ---------------
-    # Removed functions
-    - array_contains_null:
-        rettype: boolean
-        argument: double precision[]
-    - array_sqrt:
-        rettype: anyarray
-        argument: anyarray
-    - coxph_step_final:
-        rettype: double precision[]
-        argument: double precision[]
-    - coxph_step_strata_final:
-        rettype: double precision[]
-        argument: double precision[]
-    - coxph_step_transition:
-        rettype: double precision[]
-        argument: double precision[], double precision[], double precision, boolean, double precision[]
-    - internal_coxph_result:
-        rettype: schema_madlib.coxph_result
-        argument: double precision[]
-    - internal_coxph_step_distance:
-        rettype: double precision
-        argument: double precision[], double precision[]
-    - normalize:
-        rettype: double precision[]
-        argument: double precision[]
-    # Changed functions (return type)
-    # These functions can be recreated correctly even if we don't add them here.
-    # But the view dependency checker needs the information.
-    - __internal_mlogregr_irls_result:
-        rettype: schema_madlib.mlogregr_result
-        argument: double precision[]
-    - __logregr_cg_result:
-        rettype: schema_madlib.__logregr_result
-        argument: double precision[]
-    - __logregr_igd_result:
-        rettype: schema_madlib.__logregr_result
-        argument: double precision[]
-    - __logregr_irls_result:
-        rettype: schema_madlib.__logregr_result
-        argument: double precision[]
-    - linregr_final:
-        rettype: schema_madlib.linregr_result
-        argument: schema_madlib.bytea8
-    - mlogregr:
-        rettype: schema_madlib.mlogregr_result
-        argument: character varying, character varying, character varying, integer, character varying, double precision, integer
-    - mlogregr:
-        rettype: schema_madlib.mlogregr_result
-        argument: character varying, character varying, character varying, integer, character varying
-    - mlogregr:
-        rettype: schema_madlib.mlogregr_result
-        argument: character varying, character varying, character varying, integer
-    - mlogregr:
-        rettype: schema_madlib.mlogregr_result
-        argument: character varying, character varying, character varying
-    # make-ups from upgrade to v1.6
-    - __internal_get_cox_prop_hazards_insert_string:
-        rettype: character varying
-        argument: schema_madlib.cox_prop_hazards_result, text
-    - __internal_get_cox_prop_hazards_result:
-        rettype: schema_madlib.cox_prop_hazards_result
-        argument: character varying, character varying, character varying, character varying
-    - __internal_get_hsk_result:
-        rettype: schema_madlib.heteroskedasticity_test_result
-        argument: character varying, character varying, character varying, double precision[]
-    - __internal_get_linreg_result:
-        rettype: schema_madlib.linregr_result
-        argument: character varying, character varying, character varying
-    - __internal_get_linregr_insert_string:
-        rettype: character varying
-        argument: schema_madlib.linregr_result, text
-    - __internal_linregr_train_hetero:
-        rettype: void
-        argument: character varying, character varying, character varying, character varying, boolean
-    - compute_cox_prop_hazards_regr:
-        rettype: integer
-        argument: character varying, character varying, character varying, character varying, integer, character varying, double precision
-    - cox_prop_hazards_step_final:
-        rettype: double precision[]
-        argument: double precision[]
-    - cox_prop_hazards_step_transition:
-        rettype: double precision[]
-        argument: double precision[], double precision[], double precision, boolean, double precision, double precision[], double precision[], double precision[]
-    - intermediate_cox_prop_hazards:
-        rettype: schema_madlib.intermediate_cox_prop_hazards_result
-        argument: double precision[], boolean, double precision[]
-    - internal_cox_prop_hazards_result:
-        rettype: schema_madlib.cox_prop_hazards_result
-        argument: double precision[]
-    - internal_cox_prop_hazards_step_distance:
-        rettype: double precision
-        argument: double precision[], double precision[]
-    - marginal_logregr_step_final:
-        rettype: schema_madlib.marginal_logregr_result
-        argument: double precision[]
-    - mlogregr_marginal_step_final:
-        rettype: schema_madlib.marginal_mlogregr_result
-        argument: double precision[]
-    # ----------------- Changes from 1.6 to 1.6.0S ----------
-    # ----------------- Changes from 1.6.0S to 1.7 ----------
-    - cross_validation_general:   # change in name of argument "fold_num"
-        rettype: void
-        argument: character varying, character varying[], character varying[], character varying, character varying[], character varying, character varying[], character varying[], character varying, character varying[], character varying[], character varying, character varying, boolean, character varying, character varying[], integer
-    - lmf_igd_transition:
-        rettype: double precision[]
-        argument: double precision[], smallint, smallint, double precision, double precision[], smallint, smallint, smallint, double precision, double precision
-    # depending on bytea8
-    # return type is bytea8
-    - __clustered_err_lin_merge:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, schema_madlib.bytea8
-    - __clustered_err_lin_transition:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, double precision, double precision[], double precision[]
-    - __clustered_err_log_merge:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, schema_madlib.bytea8
-    - __clustered_err_log_transition:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, boolean, double precision[], double precision[]
-    - __clustered_err_mlog_merge:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, schema_madlib.bytea8
-    - __clustered_err_mlog_transition:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, integer, double precision[], double precision[], integer, integer
-    - hetero_linregr_merge_states:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, schema_madlib.bytea8
-    - hetero_linregr_transition:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, double precision, double precision[], double precision[]
-    - linregr_merge_states:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, schema_madlib.bytea8
-    - linregr_transition:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, double precision, double precision[]
-    - robust_linregr_merge_states:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, schema_madlib.bytea8
-    - robust_linregr_transition:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, double precision, double precision[], double precision[]
-    - weighted_sample_merge_int64:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, schema_madlib.bytea8
-    - weighted_sample_merge_vector:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, schema_madlib.bytea8
-    - weighted_sample_transition_int64:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, bigint, double precision
-    - weighted_sample_transition_vector:
-        rettype: schema_madlib.bytea8
-        argument: schema_madlib.bytea8, double precision[], double precision
-    # argument type bytea8
-    - __clustered_err_lin_final:
-        rettype: schema_madlib.__clustered_agg_result
-        argument: schema_madlib.bytea8
-    - __clustered_err_log_final:
-        rettype: schema_madlib.__clustered_agg_result
-        argument: schema_madlib.bytea8
-    - __clustered_err_mlog_final:
-        rettype: schema_madlib.__clustered_agg_result
-        argument: schema_madlib.bytea8
-    - hetero_linregr_final:
-        rettype: schema_madlib.heteroskedasticity_test_result
-        argument: schema_madlib.bytea8
-    - linregr_final:
-        rettype: schema_madlib.linregr_result
-        argument: schema_madlib.bytea8
-    - robust_linregr_final:
-        rettype: schema_madlib.robust_linregr_result
-        argument: schema_madlib.bytea8
-    - weighted_sample_final_int64:
-        rettype: bigint
-        argument: schema_madlib.bytea8
-    - weighted_sample_final_vector:
-        rettype: double precision[]
-        argument: schema_madlib.bytea8
-    # ----------------- Changes from 1.7.1 to 1.8 ----------
-    - __filter_input_relation:
-        rettype: character varying                                                         
-        argument: character varying, character varying                                     
-    - __lda_util_unnest:
-        rettype: SETOF bigint[]                                                            
-        argument: bigint[]                                                                 
-    - matrix_block_mult:
-        rettype: schema_madlib.matrix_result                                                             
-        argument: text, text, text                                                         
-    - matrix_block_square:
-        rettype: schema_madlib.matrix_result
-        argument: text, text
-    - matrix_block_trans:
-        rettype: schema_madlib.matrix_result
-        argument: text, text
-    - matrix_block_trans:
-        rettype: schema_madlib.matrix_result
-        argument: text, text, boolean
-    - matrix_blockize:
-        rettype: schema_madlib.matrix_result
-        argument: text, integer, integer, text
-    - matrix_densify:
-        rettype: schema_madlib.matrix_result
-        argument: text, text, text, text, text, boolean
-    - matrix_mult:
-        rettype: schema_madlib.matrix_result
-        argument: text, boolean, text, boolean, text
-    - matrix_mult:
-        rettype: schema_madlib.matrix_result
-        argument: text, text, text, text, boolean, text, text, text, text, boolean, text
-    - matrix_norm:
-        rettype: double precision
-        argument: text
-    - matrix_scale_and_add:
-        rettype: void
-        argument: text, text, double precision, text
-    - matrix_sparsify:
-        rettype: schema_madlib.matrix_result
-        argument: text, text, boolean
-    - matrix_square:
-        rettype: schema_madlib.matrix_result
-        argument: text, text
-    - matrix_trans:
-        rettype: schema_madlib.matrix_result
-        argument: text, text, boolean
-    - matrix_trans:
-        rettype: schema_madlib.matrix_result
-        argument: text, text, text, text, text, boolean
-    - matrix_unblockize:
-        rettype: schema_madlib.matrix_result
-        argument: text, text
-
-# Changes to aggregates (UDA) including removal and modification
-# Overloaded functions should be mentioned separately
-uda:
-    # ----------------- Changes from 1.0 to 1.1 -----------------
-    # ----------------- Changes from 1.1 to 1.2 -----------------
-    # ----------------- Changes from 1.2 to 1.3 -----------------
-    - linregr:
-        rettype: schema_madlib.linregr_result
-        argument: double precision, double precision[]
-    # ----------------- Changes from 1.3 to 1.4 -----------------
-    - cox_prop_hazards_step:
-         rettype: double precision[]
-         argument: double precision[], double precision, boolean, double precision, double precision[], double precision[], double precision[]
-    - __lda_count_topic_agg:
-        rettype: integer[]
-        argument: integer[], integer[], integer[], integer, integer
-    - __lda_perplexity_agg:
-        rettype: double precision
-        argument: integer[], integer[], integer[], integer[], double precision, double precision, integer, integer
-    # ----------------- Changes from 1.4 to 1.4.1 ---------------
-    # ----------------- Changes from 1.4.1 to 1.5 ---------------
-    - lsvm_sgd_agg:
-        rettype: schema_madlib.lsvm_sgd_model_rec
-        argument: double precision[], double precision, double precision, double precision
-    - svm_cls_agg:
-        rettype: schema_madlib.svm_model_rec
-        argument: double precision[], double precision, text, double precision, double precision
-    - svm_nd_agg:
-        rettype: schema_madlib.svm_model_rec
-        argument: double precision[], text, double precision, double precision
-    - svm_reg_agg:
-        rettype: schema_madlib.svm_model_rec
-        argument: double precision[], double precision, text, double precision, double precision, double precision
-    # ----------------- Changes from 1.5 to 1.6 ---------------
-    # - coxph_step: not exists in v1.0
-    # - coxph_strata_step_inner: not exists in v1.0
-    # - coxph_strata_step_outer: not exists in v1.0
-    # return type change
-    # - linregr: appeared before
-    # initcond change
-    - __mlogregr_irls_step:
-        rettype: double precision[]
-        argument: integer, integer, integer, double precision[], double precision[]
-    # make-ups from upgrade to v1.6
-    - marginal_logregr:
-        rettype: schema_madlib.marginal_logregr_result
-        argument: boolean, double precision[], double precision[]
-    - marginal_mlogregr:
-        rettype: schema_madlib.marginal_mlogregr_result
-        argument: integer, integer, integer, double precision[], double precision[]
-    # ----------------- Changes from 1.6 to 1.6.0S ----------
-    # ----------------- Changes from 1.6.0S to 1.7 ----------
-    - lmf_igd_step:
-        rettype: double precision[]
-        argument: smallint, smallint, double precision, double precision[], smallint, smallint, smallint, double precision, double precision
-    - __clustered_err_lin_step:
-        rettype: schema_madlib.__clustered_agg_result
-        argument: double precision, double precision[], double precision[]
-    - __clustered_err_log_step:
-        rettype: schema_madlib.__clustered_agg_result
-        argument: boolean, double precision[], double precision[]
-    - __clustered_err_mlog_step:
-        rettype: schema_madlib.__clustered_agg_result
-        argument: integer, double precision[], double precision[], integer, integer
-    - heteroskedasticity_test_linregr:
-        rettype: schema_madlib.heteroskedasticity_test_result
-        argument: double precision, double precision[], double precision[]
-    - linregr:
-        rettype: schema_madlib.linregr_result
-        argument: double precision, double precision[]
-    - robust_linregr:
-        rettype: schema_madlib.robust_linregr_result
-        argument: double precision, double precision[], double precision[]
-    - weighted_sample:
-        rettype: double precision[]
-        argument: double precision[], double precision
-    - weighted_sample:
-        rettype: bigint
-        argument: bigint, double precision
-    # ----------------- Changes from 1.7.1 to 1.8 ----------
-    - discrete_distribution_agg:
-        rettype: double precision[]
-        argument: integer, double precision, integer
-    - vectorized_distribution_agg:
-        rettype: double precision[]
-        argument: integer[], integer[]
-
-# Cast operators (UDC) updated/added
-udc:
-    # ----------------- Changes from 1.0 to 1.1 -----------------
-    # ----------------- Changes from 1.1 to 1.2 -----------------
-    # ----------------- Changes from 1.2 to 1.3 -----------------
-    # ----------------- Changes from 1.3 to 1.4 -----------------
-    # ----------------- Changes from 1.4 to 1.4.1 ---------------
-    # ----------------- Changes from 1.4.1 to 1.5 ---------------
-    bool2text:
-        sourcetype: boolean
-        targettype: text
-    # ----------------- Changes from 1.5 to 1.6 ---------------
-    # ----------------- Changes from 1.6 to 1.6.0S ----------
-    # ----------------- Changes from 1.6.0S to 1.7 ----------
-
-# Operators (UDO) removed/updated
-udo:
-    # ----------------- Changes from 1.5 to 1.6 ---------------
-    - '<':
-        leftarg: schema_madlib.svec
-        rightarg: schema_madlib.svec
-    - '<=':
-        leftarg: schema_madlib.svec
-        rightarg: schema_madlib.svec
-    - '<>':
-        leftarg: schema_madlib.svec
-        rightarg: schema_madlib.svec
-    - '==':
-        leftarg: schema_madlib.svec
-        rightarg: schema_madlib.svec
-    - '>=':
-        leftarg: schema_madlib.svec
-        rightarg: schema_madlib.svec
-    - '>':
-        leftarg: schema_madlib.svec
-        rightarg: schema_madlib.svec
-    # ----------------- Changes from 1.6 to 1.6.0S ----------
-    # ----------------- Changes from 1.6.0S to 1.7 ----------
-
-# Operator Classes (UDOC) removed/updated
-udoc:
-    # ----------------- Changes from 1.5 to 1.6 ---------------
-    # removed
-    - svec_l2_ops:
-        index: btree
-    # ----------------- Changes from 1.6 to 1.6.0S ----------
-    # ----------------- Changes from 1.6.0S to 1.7 ----------