[ALGOS-152] fix(add): fast rp overhaul; (#44)

* fix(fastRP): change syntax to v1, fix print_accum

* feat(fastrp): update fastrp to batching, feature passing, other features.

* fix(fastrp): update default parameters

* fix(fastrp): added tg prefix to udfs

* fix(fastrp): remove feature embedding due to lack of schema free

* doc(fastrp): fix parameter descriptions

* docs(fastrp): update to latest style guidelines

* feat(fastRP): add setAttr() capability for 3.8, fix udfs

* Update algorithms/GraphML/Embeddings/FastRP/tg_fastRP.gsql

Co-authored-by: Owen Tanner Wilkerson <[email protected]>

* Update algorithms/GraphML/Embeddings/FastRP/tg_fastRP.gsql

Co-authored-by: Owen Tanner Wilkerson <[email protected]>

* [ALGOS-139] fix(add): add algorithms to graph studio; (#32) (#41)

* Update README.md

* Update tg_cycle_detection_batch.gsql

* Update tg_fastRP.gsql

* Update tg_closeness_cent.gsql

* Update tg_betweenness_cent.gsql

* Rename tg_wcc_small_world.yml to tg_algo_wcc_small_world.yml

* Rename tg_algo_wcc_small_world.gsql to tg_wcc_small_world.gsql

* Update tg_algo_influence_maximization_CELF.yml

* Update tg_algo_influence_maximization_greedy.yml

* Update tg_algo_greedy_graph_coloring.yml

* Update tg_algo_knn_cosine_cv.yml

* Update tg_algo_knn_cosine_ss.yml

* Update tg_algo_knn_cosine_all.yml

* Update tg_algo_wcc.yml

* Update tg_algo_wcc_small_world.yml

* Update tg_algo_scc_small_world.yml

* Update tg_algo_louvain.yml

* Update tg_algo_map_equation.yml

* Update tg_algo_maxflow.yml

* Update tg_algo_jaccard_nbor_ss.yml

* Update tg_algo_jaccard_nbor_ap_batch.yml

* Update tg_algo_cosine_nbor_ss.yml

* Update tg_algo_cosine_nbor_ap_batch.yml

* Update tg_algo_adamic_adar.yml

* Update tg_algo_resource_allocation.yml

* Update tg_louvain.gsql

* Update tg_betweenness_cent.gsql

* Update tg_closeness_cent.gsql

* Update tg_louvain.gsql

* Update tg_fastRP.gsql

* Update tg_fastRP.gsql

* Update tg_algo_wcc_small_world.yml

* Update tg_wcc_small_world.gsql

* Rename tg_wcc_small_world.gsql to tg_algo_wcc_small_world.gsql

* Rename tg_algo_wcc_small_world.gsql to tg_wcc_small_world.gsql

* fix(fastrp): off by one error in FOREACH loops

* fix(fastrp): add "tg_" before "str_to_float" udf call

* feat(fastrp udf): add str_to_float

* Update auto_request_review.yml

Co-authored-by: Parker Erickson <[email protected]>
Co-authored-by: Owen Tanner Wilkerson <[email protected]>
Co-authored-by: Yiming Pan <[email protected]>
Co-authored-by: Xinyu <[email protected]>

Author: 5 people

.github/auto_request_review.yml

@@ -9,17 +9,17 @@ reviewers:
   # Reviewer groups each of which has a list of GitHub usernames
   groups:
     group1:
-      - YimingPan-Code
-      - harshadindigal
+      - yimingpantg
       - TannerW
-    group2:
       - wyatt-joyner-tg
-      - tommytgraph
+      - parkererickson
+      - lennessyy
+      - a-m-thomas
     secondary:
-      - YimingPan-Code
+      - yimingpantg
       - wyatt-joyner-tg
     tertiary:
-      - xchang2014
+      - xinyuchtg
       - victor-gsl
 
 files:

UDF/tg_ExprFunctions.hpp

@@ -288,6 +288,10 @@ namespace UDIMPL {
       return v3;
   }
 
+  inline float tg_str_to_float(std::string input) {
+    return std::stof(input);
+  }
+
   /* ============== END FAST RP ================= */
 
   /* ============== START NODE2VEC ================= */

algorithms/GraphML/Embeddings/FastRP/tg_fastRP.cpp

@@ -9,13 +9,7 @@
 #include <math.h>
 #include <functional>
 
-inline ListAccum<float> tg_extract_list(string weights){
-  ListAccum<float> wghts;
-  string current_weight;
-  std::stringstream s_stream(weights);
-  while (s_stream.good()) {
-    std::getline(s_stream, current_weight, ',');
-    wghts.data_.push_back(std::stof(current_weight));
-  }
-  return wghts;
+
+inline float tg_str_to_float(std::string input) {
+  return std::stof(input);
 }