Merge pull request #148 from tigergraph/testing

Testing

.gitignore

@@ -1,15 +1,16 @@
 **/.DS_Store
 .vscode/settings.json
-
-
 UDF/geographical/*
 UDF/string/*
-UDF/numerical/*
-
-
-
+udf/numerical/*
 automdfiles.env
 algorithms/automdfiles.py
 algorithms/.env
 algorithms/lmao.py
 algorithms/automd.py
+tmp
+.pytest_cache
+__pycache__
+.env
+*.xml
+pyrightconfig.json

tests/Dockerfile

@@ -0,0 +1,33 @@
+# Use an official Python runtime as a parent image
+FROM python:3.9-slim
+# FROM ubuntu:latest
+
+# Set the working directory in the container
+WORKDIR /my_home
+
+# Copy the current directory contents into the container
+COPY ./test /my_home/test
+COPY ./requirements.txt /my_home/requirements.txt
+# COPY ./script.py /my_home/script.py
+# COPY ./hello.sh /home/hello.sh
+
+# Install any needed packages specified in requirements.txt
+# RUN python pip install --no-cache-dir -r /home/requirements.txt
+RUN apt update
+# RUN apt install python3 python3-pip -y
+RUN pip install --no-cache-dir -r /my_home/requirements.txt
+# RUN chmod +x hello.sh
+
+# Make port 80 available to the world outside this container
+EXPOSE 80
+
+# Define environment variable
+# ENV NAME World
+ENV LOGLEVEL="INFO"
+
+# run test1.py
+# CMD ["python", "test/setup.py"]
+CMD python test/setup.py; pytest --junitxml "output.xml" -n 4
+# CMD ["./hello.sh"]
+# RUN python script.py
+# CMD ["python", "/script.py"]

tests/data/baseline/get_data.py

@@ -0,0 +1,68 @@
+import os
+
+import boto3
+from dotenv import load_dotenv
+from tqdm import tqdm
+
+load_dotenv()
+pth = os.environ["PATH"]
+aws_access_key_id = os.environ["AWS_ACCESS_KEY_ID"]
+aws_secret_access_key = os.environ["AWS_SECRET_ACCESS_KEY"]
+
+s3_client = boto3.client(
+    "s3",
+    aws_access_key_id=aws_access_key_id,
+    aws_secret_access_key=aws_secret_access_key,
+)
+
+
+def download_dir(prefix, local, bucket, client=s3_client):
+    """
+    params:
+    - prefix: pattern to match in s3
+    - local: local path to folder in which to place files
+    - bucket: s3 bucket with target contents
+    - client: initialized s3 client object
+    """
+    keys = []
+    dirs = []
+    next_token = ""
+    base_kwargs = {
+        "Bucket": bucket,
+        "Prefix": prefix,
+    }
+    t = tqdm()
+    while next_token is not None:
+        kwargs = base_kwargs.copy()
+        if next_token != "":
+            kwargs.update({"ContinuationToken": next_token})
+        results = client.list_objects_v2(**kwargs)
+        contents = results.get("Contents")
+        for i in contents:
+            k = i.get("Key")
+            if k[-1] != "/":
+                keys.append(k)
+            else:
+                dirs.append(k)
+        next_token = results.get("NextContinuationToken")
+        t.update()
+    t.close()
+    for d in tqdm(dirs):
+        if "graph_algorithms_baselines" in d:
+            dest_pathname = os.path.join(local, d)
+            if not os.path.exists(os.path.dirname(dest_pathname)):
+                os.makedirs(os.path.dirname(dest_pathname))
+    for k in tqdm(keys):
+        if "graph_algorithms_baselines" in k:
+            dest_pathname = os.path.join(local, k)
+            if not os.path.exists(os.path.dirname(dest_pathname)):
+                os.makedirs(os.path.dirname(dest_pathname))
+            client.download_file(bucket, k, dest_pathname)
+
+
+if __name__ == "__main__":
+    download_dir(
+        prefix="",
+        local=".",
+        bucket="tigergraph-public-data",
+    )

tests/data/baseline/graph_algorithms_baselines/centrality/article_rank/Empty.json

@@ -0,0 +1 @@
+[{"@@top_scores_heap": [{"Vertex_ID": "P", "score": 0.15}, {"Vertex_ID": "H", "score": 0.15}, {"Vertex_ID": "D", "score": 0.15}, {"Vertex_ID": "R", "score": 0.15}, {"Vertex_ID": "E", "score": 0.15}, {"Vertex_ID": "A", "score": 0.15}, {"Vertex_ID": "M", "score": 0.15}, {"Vertex_ID": "N", "score": 0.15}, {"Vertex_ID": "K", "score": 0.15}, {"Vertex_ID": "F", "score": 0.15}, {"Vertex_ID": "L", "score": 0.15}, {"Vertex_ID": "J", "score": 0.15}, {"Vertex_ID": "I", "score": 0.15}, {"Vertex_ID": "O", "score": 0.15}, {"Vertex_ID": "C", "score": 0.15}, {"Vertex_ID": "B", "score": 0.15}, {"Vertex_ID": "Q", "score": 0.15}, {"Vertex_ID": "S", "score": 0.15}, {"Vertex_ID": "G", "score": 0.15}, {"Vertex_ID": "T", "score": 0.15}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/article_rank/Hub_Spoke.json

@@ -0,0 +1 @@
+[{"@@top_scores_heap": [{"Vertex_ID": "A", "score": 8.830046}, {"Vertex_ID": "S", "score": 0.8213751}, {"Vertex_ID": "L", "score": 0.8213751}, {"Vertex_ID": "P", "score": 0.8213751}, {"Vertex_ID": "N", "score": 0.8213751}, {"Vertex_ID": "K", "score": 0.8213751}, {"Vertex_ID": "H", "score": 0.8213751}, {"Vertex_ID": "G", "score": 0.8213751}, {"Vertex_ID": "R", "score": 0.8213751}, {"Vertex_ID": "B", "score": 0.8213751}, {"Vertex_ID": "I", "score": 0.8213751}, {"Vertex_ID": "O", "score": 0.8213751}, {"Vertex_ID": "F", "score": 0.8213751}, {"Vertex_ID": "J", "score": 0.8213751}, {"Vertex_ID": "D", "score": 0.8213751}, {"Vertex_ID": "E", "score": 0.8213751}, {"Vertex_ID": "C", "score": 0.8213751}, {"Vertex_ID": "M", "score": 0.8213751}, {"Vertex_ID": "Q", "score": 0.8213751}, {"Vertex_ID": "T", "score": 0.8213751}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/article_rank/Hub_Spoke_Directed.json

@@ -0,0 +1 @@
+[{"@@top_scores_heap": [{"Vertex_ID": "K", "score": 0.15}, {"Vertex_ID": "M", "score": 0.15}, {"Vertex_ID": "I", "score": 0.15}, {"Vertex_ID": "P", "score": 0.15}, {"Vertex_ID": "N", "score": 0.15}, {"Vertex_ID": "D", "score": 0.15}, {"Vertex_ID": "E", "score": 0.15}, {"Vertex_ID": "B", "score": 0.15}, {"Vertex_ID": "F", "score": 0.15}, {"Vertex_ID": "L", "score": 0.15}, {"Vertex_ID": "G", "score": 0.15}, {"Vertex_ID": "Q", "score": 0.15}, {"Vertex_ID": "R", "score": 0.15}, {"Vertex_ID": "T", "score": 0.15}, {"Vertex_ID": "O", "score": 0.15}, {"Vertex_ID": "C", "score": 0.15}, {"Vertex_ID": "H", "score": 0.15}, {"Vertex_ID": "J", "score": 0.15}, {"Vertex_ID": "S", "score": 0.15}, {"Vertex_ID": "A", "score": 0.15}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/article_rank/Line.json

@@ -0,0 +1 @@
+[{"@@top_scores_heap": [{"Vertex_ID": "K", "score": 0.8658459}, {"Vertex_ID": "J", "score": 0.8658459}, {"Vertex_ID": "L", "score": 0.8653695}, {"Vertex_ID": "I", "score": 0.8653695}, {"Vertex_ID": "M", "score": 0.8642026}, {"Vertex_ID": "H", "score": 0.8642026}, {"Vertex_ID": "G", "score": 0.8617622}, {"Vertex_ID": "N", "score": 0.8617622}, {"Vertex_ID": "O", "score": 0.8569765}, {"Vertex_ID": "F", "score": 0.8569765}, {"Vertex_ID": "E", "score": 0.8476561}, {"Vertex_ID": "P", "score": 0.8476561}, {"Vertex_ID": "D", "score": 0.8298068}, {"Vertex_ID": "Q", "score": 0.8298068}, {"Vertex_ID": "R", "score": 0.7957162}, {"Vertex_ID": "C", "score": 0.7957162}, {"Vertex_ID": "B", "score": 0.7310206}, {"Vertex_ID": "S", "score": 0.7310206}, {"Vertex_ID": "A", "score": 0.4524694}, {"Vertex_ID": "T", "score": 0.4524694}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/article_rank/Line_Directed.json

@@ -0,0 +1 @@
+[{"@@top_scores_heap": [{"Vertex_ID": "G", "score": 0.2554829}, {"Vertex_ID": "J", "score": 0.2554829}, {"Vertex_ID": "L", "score": 0.2554829}, {"Vertex_ID": "Q", "score": 0.2554829}, {"Vertex_ID": "M", "score": 0.2554829}, {"Vertex_ID": "I", "score": 0.2554829}, {"Vertex_ID": "R", "score": 0.2554829}, {"Vertex_ID": "O", "score": 0.2554829}, {"Vertex_ID": "H", "score": 0.2554829}, {"Vertex_ID": "N", "score": 0.2554829}, {"Vertex_ID": "K", "score": 0.2554829}, {"Vertex_ID": "P", "score": 0.2554829}, {"Vertex_ID": "S", "score": 0.2554829}, {"Vertex_ID": "F", "score": 0.2547265}, {"Vertex_ID": "E", "score": 0.2528999}, {"Vertex_ID": "D", "score": 0.2484891}, {"Vertex_ID": "C", "score": 0.2378375}, {"Vertex_ID": "B", "score": 0.2121153}, {"Vertex_ID": "T", "score": 0.15}, {"Vertex_ID": "A", "score": 0.15}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/article_rank/Ring.json

@@ -0,0 +1 @@
+[{"@@top_scores_heap": [{"Vertex_ID": "D", "score": 0.9853819}, {"Vertex_ID": "J", "score": 0.9853819}, {"Vertex_ID": "E", "score": 0.9853819}, {"Vertex_ID": "K", "score": 0.9853819}, {"Vertex_ID": "M", "score": 0.9853819}, {"Vertex_ID": "R", "score": 0.9853819}, {"Vertex_ID": "A", "score": 0.9853819}, {"Vertex_ID": "I", "score": 0.9853819}, {"Vertex_ID": "P", "score": 0.9853819}, {"Vertex_ID": "H", "score": 0.9853819}, {"Vertex_ID": "Q", "score": 0.9853819}, {"Vertex_ID": "G", "score": 0.9853819}, {"Vertex_ID": "L", "score": 0.9853819}, {"Vertex_ID": "O", "score": 0.9853819}, {"Vertex_ID": "C", "score": 0.9853819}, {"Vertex_ID": "B", "score": 0.9853819}, {"Vertex_ID": "S", "score": 0.9853819}, {"Vertex_ID": "N", "score": 0.9853819}, {"Vertex_ID": "T", "score": 0.9853819}, {"Vertex_ID": "F", "score": 0.9853819}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/article_rank/Ring_Directed.json

@@ -0,0 +1 @@
+[{"@@top_scores_heap": [{"Vertex_ID": "F", "score": 0.2602162}, {"Vertex_ID": "N", "score": 0.2602162}, {"Vertex_ID": "J", "score": 0.2602162}, {"Vertex_ID": "G", "score": 0.2602162}, {"Vertex_ID": "P", "score": 0.2602162}, {"Vertex_ID": "T", "score": 0.2602162}, {"Vertex_ID": "B", "score": 0.2602162}, {"Vertex_ID": "D", "score": 0.2602162}, {"Vertex_ID": "E", "score": 0.2602162}, {"Vertex_ID": "Q", "score": 0.2602162}, {"Vertex_ID": "R", "score": 0.2602162}, {"Vertex_ID": "L", "score": 0.2602162}, {"Vertex_ID": "A", "score": 0.2602162}, {"Vertex_ID": "O", "score": 0.2602162}, {"Vertex_ID": "C", "score": 0.2602162}, {"Vertex_ID": "I", "score": 0.2602162}, {"Vertex_ID": "S", "score": 0.2602162}, {"Vertex_ID": "H", "score": 0.2602162}, {"Vertex_ID": "K", "score": 0.2602162}, {"Vertex_ID": "M", "score": 0.2602162}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/article_rank/Tree.json

@@ -0,0 +1 @@
+[{"@@top_scores_heap": [{"Vertex_ID": "B", "score": 1.551343}, {"Vertex_ID": "D", "score": 1.495024}, {"Vertex_ID": "C", "score": 1.430164}, {"Vertex_ID": "E", "score": 1.352458}, {"Vertex_ID": "H", "score": 1.271843}, {"Vertex_ID": "I", "score": 1.271843}, {"Vertex_ID": "G", "score": 1.238859}, {"Vertex_ID": "F", "score": 1.238859}, {"Vertex_ID": "A", "score": 1.129263}, {"Vertex_ID": "J", "score": 0.8793647}, {"Vertex_ID": "K", "score": 0.5942969}, {"Vertex_ID": "Q", "score": 0.5678098}, {"Vertex_ID": "R", "score": 0.5678098}, {"Vertex_ID": "P", "score": 0.5678098}, {"Vertex_ID": "S", "score": 0.5678098}, {"Vertex_ID": "L", "score": 0.5570923}, {"Vertex_ID": "N", "score": 0.5570923}, {"Vertex_ID": "M", "score": 0.5570923}, {"Vertex_ID": "O", "score": 0.5570923}, {"Vertex_ID": "T", "score": 0.5130787}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/article_rank/Tree_Directed.json

@@ -0,0 +1 @@
+[{"@@top_scores_heap": [{"Vertex_ID": "J", "score": 0.2053749}, {"Vertex_ID": "H", "score": 0.2053749}, {"Vertex_ID": "I", "score": 0.2053749}, {"Vertex_ID": "G", "score": 0.2022984}, {"Vertex_ID": "D", "score": 0.2022984}, {"Vertex_ID": "E", "score": 0.2022984}, {"Vertex_ID": "F", "score": 0.2022984}, {"Vertex_ID": "B", "score": 0.1910593}, {"Vertex_ID": "C", "score": 0.1910593}, {"Vertex_ID": "N", "score": 0.15}, {"Vertex_ID": "Q", "score": 0.15}, {"Vertex_ID": "S", "score": 0.15}, {"Vertex_ID": "O", "score": 0.15}, {"Vertex_ID": "L", "score": 0.15}, {"Vertex_ID": "K", "score": 0.15}, {"Vertex_ID": "T", "score": 0.15}, {"Vertex_ID": "R", "score": 0.15}, {"Vertex_ID": "P", "score": 0.15}, {"Vertex_ID": "M", "score": 0.15}, {"Vertex_ID": "A", "score": 0.15}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/closeness_centrality/Empty.json

@@ -0,0 +1 @@
+[{"top_scores": [{"Vertex_ID": "T", "score": -1}, {"Vertex_ID": "Q", "score": -1}, {"Vertex_ID": "I", "score": -1}, {"Vertex_ID": "H", "score": -1}, {"Vertex_ID": "B", "score": -1}, {"Vertex_ID": "G", "score": -1}, {"Vertex_ID": "R", "score": -1}, {"Vertex_ID": "A", "score": -1}, {"Vertex_ID": "M", "score": -1}, {"Vertex_ID": "N", "score": -1}, {"Vertex_ID": "J", "score": -1}, {"Vertex_ID": "K", "score": -1}, {"Vertex_ID": "D", "score": -1}, {"Vertex_ID": "E", "score": -1}, {"Vertex_ID": "O", "score": -1}, {"Vertex_ID": "C", "score": -1}, {"Vertex_ID": "F", "score": -1}, {"Vertex_ID": "P", "score": -1}, {"Vertex_ID": "L", "score": -1}, {"Vertex_ID": "S", "score": -1}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/closeness_centrality/Hub_Spoke.json

@@ -0,0 +1 @@
+[{"top_scores": [{"Vertex_ID": "A", "score": 1}, {"Vertex_ID": "Q", "score": 0.5135135}, {"Vertex_ID": "G", "score": 0.5135135}, {"Vertex_ID": "T", "score": 0.5135135}, {"Vertex_ID": "B", "score": 0.5135135}, {"Vertex_ID": "R", "score": 0.5135135}, {"Vertex_ID": "E", "score": 0.5135135}, {"Vertex_ID": "F", "score": 0.5135135}, {"Vertex_ID": "I", "score": 0.5135135}, {"Vertex_ID": "J", "score": 0.5135135}, {"Vertex_ID": "L", "score": 0.5135135}, {"Vertex_ID": "M", "score": 0.5135135}, {"Vertex_ID": "N", "score": 0.5135135}, {"Vertex_ID": "K", "score": 0.5135135}, {"Vertex_ID": "D", "score": 0.5135135}, {"Vertex_ID": "O", "score": 0.5135135}, {"Vertex_ID": "C", "score": 0.5135135}, {"Vertex_ID": "S", "score": 0.5135135}, {"Vertex_ID": "H", "score": 0.5135135}, {"Vertex_ID": "P", "score": 0.5135135}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/closeness_centrality/Hub_Spoke_Directed.json

@@ -0,0 +1 @@
+[{"top_scores": [{"Vertex_ID": "A", "score": 1}, {"Vertex_ID": "S", "score": -1}, {"Vertex_ID": "H", "score": -1}, {"Vertex_ID": "K", "score": -1}, {"Vertex_ID": "D", "score": -1}, {"Vertex_ID": "G", "score": -1}, {"Vertex_ID": "T", "score": -1}, {"Vertex_ID": "Q", "score": -1}, {"Vertex_ID": "I", "score": -1}, {"Vertex_ID": "L", "score": -1}, {"Vertex_ID": "F", "score": -1}, {"Vertex_ID": "O", "score": -1}, {"Vertex_ID": "E", "score": -1}, {"Vertex_ID": "P", "score": -1}, {"Vertex_ID": "R", "score": -1}, {"Vertex_ID": "B", "score": -1}, {"Vertex_ID": "C", "score": -1}, {"Vertex_ID": "J", "score": -1}, {"Vertex_ID": "N", "score": -1}, {"Vertex_ID": "M", "score": -1}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/closeness_centrality/Line.json

@@ -0,0 +1 @@
+[{"top_scores": [{"Vertex_ID": "J", "score": 0.19}, {"Vertex_ID": "K", "score": 0.19}, {"Vertex_ID": "L", "score": 0.1862745}, {"Vertex_ID": "I", "score": 0.1862745}, {"Vertex_ID": "H", "score": 0.1792453}, {"Vertex_ID": "M", "score": 0.1792453}, {"Vertex_ID": "N", "score": 0.1696429}, {"Vertex_ID": "G", "score": 0.1696429}, {"Vertex_ID": "F", "score": 0.1583333}, {"Vertex_ID": "O", "score": 0.1583333}, {"Vertex_ID": "P", "score": 0.1461539}, {"Vertex_ID": "E", "score": 0.1461539}, {"Vertex_ID": "D", "score": 0.1338028}, {"Vertex_ID": "Q", "score": 0.1338028}, {"Vertex_ID": "C", "score": 0.1217949}, {"Vertex_ID": "R", "score": 0.1217949}, {"Vertex_ID": "S", "score": 0.1104651}, {"Vertex_ID": "B", "score": 0.1104651}, {"Vertex_ID": "A", "score": 0.1}, {"Vertex_ID": "T", "score": 0.1}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/closeness_centrality/Line_Directed.json

@@ -0,0 +1 @@
+[{"top_scores": [{"Vertex_ID": "A", "score": 0.1}, {"Vertex_ID": "B", "score": 0.09972299}, {"Vertex_ID": "C", "score": 0.09941521}, {"Vertex_ID": "D", "score": 0.0990712}, {"Vertex_ID": "E", "score": 0.09868421}, {"Vertex_ID": "F", "score": 0.09824561}, {"Vertex_ID": "G", "score": 0.09774436}, {"Vertex_ID": "H", "score": 0.09716599}, {"Vertex_ID": "I", "score": 0.09649123}, {"Vertex_ID": "J", "score": 0.09569378}, {"Vertex_ID": "K", "score": 0.09473684}, {"Vertex_ID": "L", "score": 0.09356725}, {"Vertex_ID": "M", "score": 0.09210526}, {"Vertex_ID": "N", "score": 0.09022556}, {"Vertex_ID": "O", "score": 0.0877193}, {"Vertex_ID": "P", "score": 0.08421053}, {"Vertex_ID": "Q", "score": 0.07894737}, {"Vertex_ID": "R", "score": 0.07017544}, {"Vertex_ID": "S", "score": 0.05263158}, {"Vertex_ID": "T", "score": -1}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/closeness_centrality/Ring.json

@@ -0,0 +1 @@
+[{"top_scores": [{"Vertex_ID": "F", "score": 0.19}, {"Vertex_ID": "Q", "score": 0.19}, {"Vertex_ID": "J", "score": 0.19}, {"Vertex_ID": "D", "score": 0.19}, {"Vertex_ID": "I", "score": 0.19}, {"Vertex_ID": "E", "score": 0.19}, {"Vertex_ID": "B", "score": 0.19}, {"Vertex_ID": "M", "score": 0.19}, {"Vertex_ID": "N", "score": 0.19}, {"Vertex_ID": "K", "score": 0.19}, {"Vertex_ID": "H", "score": 0.19}, {"Vertex_ID": "R", "score": 0.19}, {"Vertex_ID": "G", "score": 0.19}, {"Vertex_ID": "S", "score": 0.19}, {"Vertex_ID": "O", "score": 0.19}, {"Vertex_ID": "C", "score": 0.19}, {"Vertex_ID": "A", "score": 0.19}, {"Vertex_ID": "P", "score": 0.19}, {"Vertex_ID": "L", "score": 0.19}, {"Vertex_ID": "T", "score": 0.19}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/closeness_centrality/Ring_Directed.json

@@ -0,0 +1 @@
+[{"top_scores": [{"Vertex_ID": "Q", "score": 0.1}, {"Vertex_ID": "H", "score": 0.1}, {"Vertex_ID": "L", "score": 0.1}, {"Vertex_ID": "N", "score": 0.1}, {"Vertex_ID": "B", "score": 0.1}, {"Vertex_ID": "K", "score": 0.1}, {"Vertex_ID": "F", "score": 0.1}, {"Vertex_ID": "J", "score": 0.1}, {"Vertex_ID": "T", "score": 0.1}, {"Vertex_ID": "S", "score": 0.1}, {"Vertex_ID": "C", "score": 0.1}, {"Vertex_ID": "I", "score": 0.1}, {"Vertex_ID": "D", "score": 0.1}, {"Vertex_ID": "E", "score": 0.1}, {"Vertex_ID": "R", "score": 0.1}, {"Vertex_ID": "A", "score": 0.1}, {"Vertex_ID": "O", "score": 0.1}, {"Vertex_ID": "M", "score": 0.1}, {"Vertex_ID": "G", "score": 0.1}, {"Vertex_ID": "P", "score": 0.1}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/closeness_centrality/Tree.json

@@ -0,0 +1 @@
+[{"top_scores": [{"Vertex_ID": "B", "score": 0.38}, {"Vertex_ID": "A", "score": 0.3518519}, {"Vertex_ID": "D", "score": 0.3392857}, {"Vertex_ID": "C", "score": 0.3166667}, {"Vertex_ID": "E", "score": 0.3064516}, {"Vertex_ID": "H", "score": 0.2714286}, {"Vertex_ID": "I", "score": 0.2714286}, {"Vertex_ID": "F", "score": 0.2567568}, {"Vertex_ID": "G", "score": 0.2567568}, {"Vertex_ID": "J", "score": 0.2435897}, {"Vertex_ID": "K", "score": 0.2375}, {"Vertex_ID": "P", "score": 0.2159091}, {"Vertex_ID": "Q", "score": 0.2159091}, {"Vertex_ID": "R", "score": 0.2159091}, {"Vertex_ID": "S", "score": 0.2159091}, {"Vertex_ID": "M", "score": 0.2065217}, {"Vertex_ID": "N", "score": 0.2065217}, {"Vertex_ID": "L", "score": 0.2065217}, {"Vertex_ID": "O", "score": 0.2065217}, {"Vertex_ID": "T", "score": 0.1979167}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/closeness_centrality/Tree_Directed.json

@@ -0,0 +1 @@
+[{"top_scores": [{"Vertex_ID": "A", "score": 0.3518519}, {"Vertex_ID": "B", "score": 0.2547368}, {"Vertex_ID": "C", "score": 0.1894737}, {"Vertex_ID": "D", "score": 0.1894737}, {"Vertex_ID": "E", "score": 0.1184211}, {"Vertex_ID": "H", "score": 0.1052632}, {"Vertex_ID": "G", "score": 0.1052632}, {"Vertex_ID": "F", "score": 0.1052632}, {"Vertex_ID": "I", "score": 0.1052632}, {"Vertex_ID": "J", "score": 0.05263158}, {"Vertex_ID": "T", "score": -1}, {"Vertex_ID": "K", "score": -1}, {"Vertex_ID": "O", "score": -1}, {"Vertex_ID": "N", "score": -1}, {"Vertex_ID": "P", "score": -1}, {"Vertex_ID": "R", "score": -1}, {"Vertex_ID": "M", "score": -1}, {"Vertex_ID": "S", "score": -1}, {"Vertex_ID": "L", "score": -1}, {"Vertex_ID": "Q", "score": -1}]}]

tests/data/baseline/graph_algorithms_baselines/centrality/degree_centrality/Empty.json

@@ -0,0 +1 @@
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tests/data/baseline/graph_algorithms_baselines/centrality/degree_centrality/Hub_Spoke.json

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tests/data/baseline/graph_algorithms_baselines/centrality/degree_centrality/Line.json

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