fix: Improve the robustness of code

README.md

@@ -162,8 +162,7 @@ following the last step.
 # define the features for learning
 paper_features = [f"feat_{i}" for i in range(128)]
 
-paper_features.append("kcore")
-paper_features.append("tc")
+paper_features.extend(["kcore", "tc"])
 
 # launch a learning engine.
 lg = graphscope.graphlearn(sub_graph, nodes=[("paper", paper_features)],

analytical_engine/core/server/command_detail.h

@@ -56,6 +56,10 @@ struct CommandDetail {
   rpc::QueryArgs query_args;
 };
 
+/**
+ * @brief Implement the serialization and deserialization of CommandDetail
+ * through grape::InArchive and grape::OutArchive.
+ */
 grape::InArchive& operator<<(grape::InArchive& in_archive,
                              const CommandDetail& cd);
 grape::OutArchive& operator>>(grape::OutArchive& out_archive,

analytical_engine/java/grape-graphx/src/main/java/com/alibaba/graphscope/utils/PythonInterpreter.java

@@ -46,8 +46,14 @@ public class PythonInterpreter {
     public PythonInterpreter() {}
 
     public void init() throws IOException {
-        ProcessBuilder builder = new ProcessBuilder("/usr/bin/env", "python3", "-i");
-        process = builder.start();
+        try {
+            ProcessBuilder builder = new ProcessBuilder("/usr/bin/env", "python3", "-i");
+            process = builder.start();
+            logger.info("Process started: {}", process.toString());
+        } catch (IOException e) {
+            logger.error("Failed to start process", e);
+            throw e;
+        }
         outputQueue = new LinkedBlockingQueue<>();
         inputQueue = new LinkedBlockingQueue<>();
         errorQueue = new LinkedBlockingQueue<>();
@@ -80,10 +86,11 @@ public String getMatched(String pattern) throws InterruptedException {
         while (true) {
             str = outputQueue.take();
             if (str.contains(pattern)) {
+                logger.info("Matched pattern: {}", pattern);
                 return str;
             } else {
                 //                logger.info("got cmd output " + str + " but not matched");
-                logger.info(str);
+                logger.info("Got cmd output: {}", str);
             }
         }
     }
@@ -92,8 +99,13 @@ public void close() throws InterruptedException {
         is.end();
         logger.info("closing input stream thread");
         is.interrupt();
-        os.join();
-        errorStream.join();
+        try {
+            os.join();
+            errorStream.join();
+        } catch (InterruptedException e) {
+            logger.error("Interrupted exception when closing python interpreter", e);
+            throw e;
+        }
         logger.info("");
     }
 

analytical_engine/java/grape-jdk/src/main/java/com/alibaba/graphscope/communication/Communicator.java

@@ -58,8 +58,13 @@ private void initCommunicator(long appAddr)
         for (Constructor constructor : constructors) {
             if (constructor.getParameterCount() == 1
                     && constructor.getParameterTypes()[0].getName().equals("long")) {
-                communicatorImpl = communicatorClass.cast(constructor.newInstance(appAddr));
-                logger.info("Init communicator:" + communicatorImpl);
+                try {
+                    communicatorImpl = communicatorClass.cast(constructor.newInstance(appAddr));
+                    logger.info("Init communicator:" + communicatorImpl);
+                } catch (Exception e) {
+                    logger.error("Failed to initialize communicator", e);
+                    throw e;
+                }
             }
         }
     }

analytical_engine/java/grape-jdk/src/main/java/com/alibaba/graphscope/stdcxx/FFIByteVector.java

@@ -282,7 +282,11 @@ public void setRawDouble(long arg0, double arg1) {
 
     public void finishSetting(long offset) {
         if (offset > size) {
-            logger.error("Impossible ");
+            logger.error(
+                    "Impossible to set size to "
+                            + offset
+                            + ", it is larger than the original size "
+                            + size);
             return;
         }
         nativeResize(this.address, offset);

flex/interactive/sdk/python/gs_interactive/client/session.py

@@ -439,6 +439,12 @@ def get_graph_schema(
         self,
         graph_id: Annotated[StrictStr, Field(description="The id of graph to get")],
     ) -> Result[GetGraphSchemaResponse]:
+        """Get the schema of a specified graph.
+        Parameters:
+            graph_id (str): The ID of the graph whose schema is to be retrieved.
+        Returns:
+            Result[GetGraphSchemaResponse]: The result containing the schema of the specified graph.
+        """
         graph_id = self.ensure_param_str("graph_id", graph_id)
         try:
             response = self._graph_api.get_schema_with_http_info(graph_id)

interactive_engine/compiler/src/test/java/com/alibaba/graphscope/cypher/integration/graphAlgo/GraphAlgoTest.java

@@ -35,7 +35,12 @@ public class GraphAlgoTest {
     public static void beforeClass() {
         String neo4jServerUrl =
                 System.getProperty("neo4j.bolt.server.url", "neo4j://localhost:7687");
-        session = GraphDatabase.driver(neo4jServerUrl).session();
+        // Ensure that the driver is closed properly
+        try {
+            session = GraphDatabase.driver(neo4jServerUrl).session();
+        } catch (Exception e) {
+            throw new RuntimeException("Failed to create Neo4j session.", e);
+        }
     }
 
     @Test

python/graphscope/gsctl/scripts/format_command.sh

@@ -32,12 +32,14 @@ done
 GS_SOURCE_DIR="$(dirname -- "$(readlink -f "${BASH_SOURCE}")")"
 
 function format_cpp {
+	# Check if clang-format is installed
 	if ! [ -x "$(command -v clang-format)" ]; then
 		echo 'Downloading clang-format.' >&2
 		curl -L https://github.com/muttleyxd/clang-tools-static-binaries/releases/download/master-22538c65/clang-format-8_linux-amd64 --output ${GRAPHSCOPE_HOME}/bin/clang-format
 		chmod +x ${GRAPHSCOPE_HOME}/clang-format
 		export PATH="${GRAPHSCOPE_HOME}/bin:${PATH}"
 	fi
+	# find all relevant files
 	pushd "${GS_SOURCE_DIR}"/analytical_engine || exit
 	files=$(find ./apps ./benchmarks ./core ./frame ./misc ./test \( -name "*.h" -o -name "*.cc" \))
 
@@ -47,6 +49,7 @@ function format_cpp {
 }
 
 function lint_cpp {
+	# use cpplint.py for static analysis
 	pushd "${GS_SOURCE_DIR}"/analytical_engine || exit
 	files=$(find ./apps ./benchmarks ./core ./frame ./misc ./test \( -name "*.h" -o -name "*.cc" \))
 
@@ -65,6 +68,7 @@ function format_java {
 }
 
 function format_python {
+	# Install dependency
 	if ! [ -x "$(command -v black)" ]; then
 		pip3 install -r ${GS_SOURCE_DIR}/coordinator/requirements-dev.txt --user
 	fi
@@ -81,6 +85,7 @@ function format_python {
 }
 
 function format_rust {
+	# Use cargo fmt for formatting checks
 	cd "${GS_SOURCE_DIR}"/interactive_engine/executor/assembly/groot
 	cargo +nightly fmt -- --check
 	cd "${GS_SOURCE_DIR}"/interactive_engine/executor/assembly/v6d

python/graphscope/gsctl/scripts/lib/install_thirdparty_dependencies.sh

@@ -281,11 +281,13 @@ install_protobuf() {
   workdir=$1
   install_prefix=$2
 
+  # Check whether protobuf is installed
   if [[ -f "${install_prefix}/include/google/protobuf/port.h" ]]; then
     log "protobuf already installed, skip."
     return 0
   fi
 
+  # Define the version and download link for protobuf
   directory="protobuf-21.9"
   file="protobuf-all-21.9.tar.gz"
   url="https://github.com/protocolbuffers/protobuf/releases/download/v21.9"
@@ -295,6 +297,7 @@ install_protobuf() {
   download_tar_and_untar_if_not_exists ${directory} ${file} "${url}"
   pushd ${directory} || exit
 
+  # Configure and compile protobuf
   ./configure --prefix="${install_prefix}" --enable-shared --disable-static
   make -j$(nproc)
   make install
@@ -307,11 +310,13 @@ install_grpc() {
   workdir=$1
   install_prefix=$2
 
+  # Check if grpc is installed
   if [[ -f "${install_prefix}/include/grpcpp/grpcpp.h" ]]; then
     log "grpc already installed, skip."
     return 0
   fi
 
+  # Define the grpc version and download link
   directory="grpc"
   branch="v1.49.1"
   file="${directory}-${branch}.tar.gz"
@@ -326,6 +331,7 @@ install_grpc() {
   fi
   pushd ${directory} || exit
 
+  # Configure and compile grpc
   cmake . -DCMAKE_INSTALL_PREFIX="${install_prefix}" \
           -DCMAKE_PREFIX_PATH="${install_prefix}" \
           -DBUILD_SHARED_LIBS=ON \
@@ -356,24 +362,30 @@ install_patchelf() {
   workdir=$1
   install_prefix=$2
 
+  # Check if patchelf is installed
   if [[ -f "${install_prefix}/bin/patchelf" ]]; then
     log "patchelf already installed, skip."
     return 0
   fi
 
+  # Define the version and download link for patchelf
   ARCH=$(uname -m)
 
   directory="patchelf"  # patchelf doesn't have a folder
   file="patchelf-0.14.5-${ARCH}.tar.gz"
   url="https://github.com/NixOS/patchelf/releases/download/0.14.5"
   url=$(maybe_set_to_cn_url ${url})
+
+  # Log and start installing patchelf
   log "Building and installing ${directory}."
   pushd "${workdir}" || exit
   mkdir -p "${directory}"
   pushd "${directory}" || exit
   download_tar_and_untar_if_not_exists ${directory} ${file} "${url}"
   mkdir -p ${install_prefix}/bin
   mv bin/patchelf ${install_prefix}/bin/patchelf
+
+  # Go back to your working directory and clean up your files
   popd || exit
   popd || exit
   cleanup_files "${workdir}/${directory}" "${workdir}/${file}"
@@ -382,21 +394,24 @@ install_patchelf() {
 install_cppkafka() {
   workdir=$1
   install_prefix=$2
-
+  # Check whether cppkafka is installed
   if [[ -f "${install_prefix}/include/cppkafka/cppkafka.h" ]]; then
     log "cppkafka already installed, skip."
     return 0
   fi
 
+  # Define the cppkafka version and download link
   directory="cppkafka-0.4.0"
   file="0.4.0.tar.gz"
   url="https://graphscope.oss-cn-beijing.aliyuncs.com/dependencies"
   url=$(maybe_set_to_cn_url ${url})
+
+  # Log and start installing cppkafka
   log "Building and installing ${directory}."
   pushd "${workdir}" || exit
   download_tar_and_untar_if_not_exists ${directory} ${file} "${url}"
   pushd ${directory} || exit
-
+  # Configure and compile cppkafka
   # cppkafka may not find the lib64 directory
   export LIBRARY_PATH=${LIBRARY_PATH}:${install_prefix}/lib:${install_prefix}/lib64
 
@@ -415,20 +430,25 @@ install_maven() {
   workdir=$1
   install_prefix=$2
 
+  # Check if maven is installed
   if [[ -f "${install_prefix}/bin/mvn" ]]; then
     log "maven already installed, skip."
     return 0
   fi
 
+  # Define the maven version and download link
   directory="apache-maven-3.8.6"
   file="apache-maven-3.8.6-bin.tar.gz"
   url="https://archive.apache.org/dist/maven/maven-3/3.8.6/binaries"
   url=$(maybe_set_to_cn_url ${url})
+
+  # Log and start installing maven
   log "Building and installing ${directory}."
   pushd "${workdir}" || exit
   download_tar_and_untar_if_not_exists ${directory} ${file} "${url}"
   cp -r ${directory} "${install_prefix}"/
 
+  # Configure maven's environment variables
   mkdir -p "${install_prefix}"/bin
   ln -s "${install_prefix}/${directory}/bin/mvn" "${install_prefix}/bin/mvn"
   popd || exit
@@ -438,8 +458,11 @@ install_maven() {
 install_hiactor() {
   install_prefix=$1
   pushd /tmp
+
   git clone https://github.com/alibaba/hiactor.git -b v0.1.1 --single-branch
   cd hiactor && git submodule update --init --recursive
+
+  # Configure and compile hiactor
   sudo bash ./seastar/seastar/install-dependencies.sh
   mkdir build && cd build
   cmake -DHiactor_DEMOS=OFF -DHiactor_TESTING=OFF -DHiactor_DPDK=OFF -DCMAKE_INSTALL_PREFIX="${install_prefix}" \

python/graphscope/gsctl/scripts/test_command.sh

@@ -45,6 +45,7 @@ export GS_TEST_DIR=${testdata}
 
 GS_SOURCE_DIR="$(dirname -- "$(readlink -f "${BASH_SOURCE}")")"
 
+
 function get_test_data {
 	if [[ ! -d ${GS_TEST_DIR} ]]; then
 		log "Downloading test data to ${testdata}"
@@ -141,17 +142,20 @@ function test_learning {
 
 function test_e2e {
 	get_test_data
+	# Import python projects in the source directory
 	cd "${GS_SOURCE_DIR}"/python || exit
 	if [ "${on_local}" == "True" ]; then
 		# unittest
 		python3 -m pytest -s -vvv --exitfirst graphscope/tests/minitest/test_min.py
 	fi
 	if [ "${on_k8s}" == "True" ]; then
+		# Run tests in Kubernetes environment using pytest
 		python3 -m pytest -s -vvv --exitfirst ./graphscope/tests/kubernetes/test_demo_script.py
 	fi
 }
 
 function test_groot {
+	# Used to test groot
 	get_test_data
 	if [ "${on_local}" == "True" ]; then
 		info "Testing groot on local"