Use ABSL_LOG in MediaPipe.

This is needed in Chrome builds to avoid collisions with its own LOG.

PiperOrigin-RevId: 561436864

docs/getting_started/hello_world_cpp.md

@@ -50,7 +50,7 @@ as the primary developer documentation site for MediaPipe as of April 3, 2023.*
 3.  The [`hello world`] example uses a simple MediaPipe graph in the
     `PrintHelloWorld()` function, defined in a [`CalculatorGraphConfig`] proto.
 
-    ```C++
+    ```c++
     absl::Status PrintHelloWorld() {
       // Configures a simple graph, which concatenates 2 PassThroughCalculators.
       CalculatorGraphConfig config = ParseTextProtoOrDie<CalculatorGraphConfig>(R"(
@@ -126,7 +126,7 @@ as the primary developer documentation site for MediaPipe as of April 3, 2023.*
     ```c++
     mediapipe::Packet packet;
     while (poller.Next(&packet)) {
-      LOG(INFO) << packet.Get<string>();
+      ABSL_LOG(INFO) << packet.Get<string>();
     }
     ```
 

mediapipe/calculators/audio/BUILD

@@ -164,8 +164,8 @@ cc_library(
         "//mediapipe/framework/formats:matrix",
         "//mediapipe/framework/formats:time_series_header_cc_proto",
         "//mediapipe/framework/port:integral_types",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/util:time_series_util",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
         "@com_google_audio_tools//audio/dsp:resampler",
         "@com_google_audio_tools//audio/dsp:resampler_q",
@@ -295,6 +295,7 @@ cc_test(
         "//mediapipe/framework/port:integral_types",
         "//mediapipe/framework/port:status",
         "//mediapipe/util:time_series_test_util",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_audio_tools//audio/dsp:number_util",
         "@eigen_archive//:eigen3",
     ],
@@ -346,6 +347,7 @@ cc_test(
         "//mediapipe/framework/port:integral_types",
         "//mediapipe/framework/port:status",
         "//mediapipe/util:time_series_test_util",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_audio_tools//audio/dsp:window_functions",
         "@eigen_archive//:eigen3",
     ],

mediapipe/calculators/audio/rational_factor_resample_calculator.cc

@@ -16,6 +16,7 @@
 
 #include "mediapipe/calculators/audio/rational_factor_resample_calculator.h"
 
+#include "absl/log/absl_log.h"
 #include "audio/dsp/resampler_q.h"
 
 using audio_dsp::Resampler;
@@ -77,7 +78,7 @@ absl::Status RationalFactorResampleCalculator::Open(CalculatorContext* cc) {
       r = ResamplerFromOptions(source_sample_rate_, target_sample_rate_,
                                resample_options);
       if (!r) {
-        LOG(ERROR) << "Failed to initialize resampler.";
+        ABSL_LOG(ERROR) << "Failed to initialize resampler.";
         return absl::UnknownError("Failed to initialize resampler.");
       }
     }

mediapipe/calculators/audio/rational_factor_resample_calculator.h

@@ -27,7 +27,6 @@
 #include "mediapipe/framework/formats/matrix.h"
 #include "mediapipe/framework/formats/time_series_header.pb.h"
 #include "mediapipe/framework/port/integral_types.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/util/time_series_util.h"
 
 namespace mediapipe {

mediapipe/calculators/audio/spectrogram_calculator_test.cc

@@ -22,6 +22,7 @@
 #include <vector>
 
 #include "Eigen/Core"
+#include "absl/log/absl_log.h"
 #include "audio/dsp/number_util.h"
 #include "mediapipe/calculators/audio/spectrogram_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
@@ -882,9 +883,9 @@ void BM_ProcessDC(benchmark::State& state) {
 
   const CalculatorRunner::StreamContents& output = runner.Outputs().Index(0);
   const Matrix& output_matrix = output.packets[0].Get<Matrix>();
-  LOG(INFO) << "Output matrix=" << output_matrix.rows() << "x"
+  ABSL_LOG(INFO) << "Output matrix=" << output_matrix.rows() << "x"
                  << output_matrix.cols();
-  LOG(INFO) << "First values=" << output_matrix(0, 0) << ", "
+  ABSL_LOG(INFO) << "First values=" << output_matrix(0, 0) << ", "
                  << output_matrix(1, 0) << ", " << output_matrix(2, 0) << ", "
                  << output_matrix(3, 0);
 }

mediapipe/calculators/audio/time_series_framer_calculator_test.cc

@@ -19,6 +19,7 @@
 #include <vector>
 
 #include "Eigen/Core"
+#include "absl/log/absl_log.h"
 #include "audio/dsp/window_functions.h"
 #include "mediapipe/calculators/audio/time_series_framer_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
@@ -186,11 +187,12 @@ class TimeSeriesFramerCalculatorTest
     const int num_unique_output_samples =
         round((output().packets.size() - 1) * frame_step_samples) +
         frame_duration_samples;
-    LOG(INFO) << "packets.size()=" << output().packets.size()
+    ABSL_LOG(INFO) << "packets.size()=" << output().packets.size()
                    << " frame_duration_samples=" << frame_duration_samples
                    << " frame_step_samples=" << frame_step_samples
                    << " num_input_samples_=" << num_input_samples_
-              << " num_unique_output_samples=" << num_unique_output_samples;
+                   << " num_unique_output_samples="
+                   << num_unique_output_samples;
     const int num_padding_samples =
         num_unique_output_samples - num_input_samples_;
     if (options_.pad_final_packet()) {

mediapipe/calculators/core/BUILD

@@ -629,6 +629,7 @@ cc_library(
         "//mediapipe/framework:calculator_framework",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
     ],
     alwayslink = 1,
 )
@@ -776,10 +777,10 @@ cc_library(
         "//mediapipe/framework/deps:random",
         "//mediapipe/framework/formats:video_stream_header",
         "//mediapipe/framework/port:integral_types",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
         "//mediapipe/framework/tool:options_util",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
     ],
     alwayslink = 1,
@@ -1022,6 +1023,7 @@ cc_library(
         "//mediapipe/framework:calculator_framework",
         "//mediapipe/framework/api2:node",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
     ],
     alwayslink = 1,
 )
@@ -1060,6 +1062,7 @@ cc_test(
         "//mediapipe/framework:calculator_runner",
         "//mediapipe/framework/port:gtest_main",
         "//mediapipe/framework/port:parse_text_proto",
+        "@com_google_absl//absl/log:absl_log",
     ],
 )
 
@@ -1106,6 +1109,7 @@ cc_library(
         "//mediapipe/framework/api2:node",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
     ],
     alwayslink = 1,
 )

mediapipe/calculators/core/gate_calculator_test.cc

@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/calculator_runner.h"
 #include "mediapipe/framework/port/gtest.h"
@@ -356,18 +357,18 @@ TEST_F(GateCalculatorTest, AllowWithStateChangeNoDataStreams) {
   RunTimeStepWithoutDataStream(kTimestampValue2, "ALLOW", true);
   constexpr int64_t kTimestampValue3 = 45;
   RunTimeStepWithoutDataStream(kTimestampValue3, "ALLOW", false);
-  LOG(INFO) << "a";
+  ABSL_LOG(INFO) << "a";
   const std::vector<Packet>& output =
       runner()->Outputs().Get("STATE_CHANGE", 0).packets;
-  LOG(INFO) << "s";
+  ABSL_LOG(INFO) << "s";
   ASSERT_EQ(2, output.size());
-  LOG(INFO) << "d";
+  ABSL_LOG(INFO) << "d";
   EXPECT_EQ(kTimestampValue1, output[0].Timestamp().Value());
   EXPECT_EQ(kTimestampValue3, output[1].Timestamp().Value());
-  LOG(INFO) << "f";
+  ABSL_LOG(INFO) << "f";
   EXPECT_EQ(true, output[0].Get<bool>());   // Allow.
   EXPECT_EQ(false, output[1].Get<bool>());  // Disallow.
-  LOG(INFO) << "g";
+  ABSL_LOG(INFO) << "g";
 }
 
 TEST_F(GateCalculatorTest, DisallowWithStateChange) {

mediapipe/calculators/core/immediate_mux_calculator.cc

@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/port/ret_check.h"
 #include "mediapipe/framework/port/status.h"
@@ -78,7 +79,7 @@ absl::Status ImmediateMuxCalculator::Process(CalculatorContext* cc) {
       if (packet.Timestamp() >= cc->Outputs().Index(0).NextTimestampBound()) {
         cc->Outputs().Index(0).AddPacket(packet);
       } else {
-        LOG_FIRST_N(WARNING, 5)
+        ABSL_LOG_FIRST_N(WARNING, 5)
             << "Dropping a packet with timestamp " << packet.Timestamp();
       }
       if (cc->Outputs().NumEntries() >= 2) {

mediapipe/calculators/core/merge_calculator.cc

@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/framework/api2/node.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/port/ret_check.h"
@@ -53,7 +54,7 @@ class MergeCalculator : public Node {
   static absl::Status UpdateContract(CalculatorContract* cc) {
     RET_CHECK_GT(kIn(cc).Count(), 0) << "Needs at least one input stream";
     if (kIn(cc).Count() == 1) {
-      LOG(WARNING)
+      ABSL_LOG(WARNING)
           << "MergeCalculator expects multiple input streams to merge but is "
              "receiving only one. Make sure the calculator is configured "
              "correctly or consider removing this calculator to reduce "
@@ -72,7 +73,7 @@ class MergeCalculator : public Node {
       }
     }
 
-    LOG(WARNING) << "Empty input packets at timestamp "
+    ABSL_LOG(WARNING) << "Empty input packets at timestamp "
                       << cc->InputTimestamp().Value();
 
     return absl::OkStatus();

mediapipe/calculators/core/packet_resampler_calculator.cc

@@ -16,6 +16,8 @@
 
 #include <memory>
 
+#include "absl/log/absl_log.h"
+
 namespace {
 // Reflect an integer against the lower and upper bound of an interval.
 int64_t ReflectBetween(int64_t ts, int64_t ts_min, int64_t ts_max) {
@@ -177,7 +179,7 @@ PacketResamplerCalculator::GetSamplingStrategy(
     const PacketResamplerCalculatorOptions& options) {
   if (options.reproducible_sampling()) {
     if (!options.jitter_with_reflection()) {
-      LOG(WARNING)
+      ABSL_LOG(WARNING)
           << "reproducible_sampling enabled w/ jitter_with_reflection "
              "disabled. "
           << "reproducible_sampling always uses jitter with reflection, "
@@ -229,12 +231,14 @@ absl::Status LegacyJitterWithReflectionStrategy::Open(CalculatorContext* cc) {
 
   if (resampler_options.output_header() !=
       PacketResamplerCalculatorOptions::NONE) {
-    LOG(WARNING) << "VideoHeader::frame_rate holds the target value and not "
+    ABSL_LOG(WARNING)
+        << "VideoHeader::frame_rate holds the target value and not "
            "the actual value.";
   }
 
   if (calculator_->flush_last_packet_) {
-    LOG(WARNING) << "PacketResamplerCalculatorOptions.flush_last_packet is "
+    ABSL_LOG(WARNING)
+        << "PacketResamplerCalculatorOptions.flush_last_packet is "
            "ignored, because we are adding jitter.";
   }
 
@@ -254,7 +258,7 @@ absl::Status LegacyJitterWithReflectionStrategy::Open(CalculatorContext* cc) {
 }
 absl::Status LegacyJitterWithReflectionStrategy::Close(CalculatorContext* cc) {
   if (!packet_reservoir_->IsEmpty()) {
-    LOG(INFO) << "Emitting pack from reservoir.";
+    ABSL_LOG(INFO) << "Emitting pack from reservoir.";
     calculator_->OutputWithinLimits(cc, packet_reservoir_->GetSample());
   }
   return absl::OkStatus();
@@ -285,7 +289,7 @@ absl::Status LegacyJitterWithReflectionStrategy::Process(
 
   if (calculator_->frame_time_usec_ <
       (cc->InputTimestamp() - calculator_->last_packet_.Timestamp()).Value()) {
-    LOG_FIRST_N(WARNING, 2)
+    ABSL_LOG_FIRST_N(WARNING, 2)
         << "Adding jitter is not very useful when upsampling.";
   }
 
@@ -352,12 +356,14 @@ absl::Status ReproducibleJitterWithReflectionStrategy::Open(
 
   if (resampler_options.output_header() !=
       PacketResamplerCalculatorOptions::NONE) {
-    LOG(WARNING) << "VideoHeader::frame_rate holds the target value and not "
+    ABSL_LOG(WARNING)
+        << "VideoHeader::frame_rate holds the target value and not "
            "the actual value.";
   }
 
   if (calculator_->flush_last_packet_) {
-    LOG(WARNING) << "PacketResamplerCalculatorOptions.flush_last_packet is "
+    ABSL_LOG(WARNING)
+        << "PacketResamplerCalculatorOptions.flush_last_packet is "
            "ignored, because we are adding jitter.";
   }
 
@@ -411,7 +417,7 @@ absl::Status ReproducibleJitterWithReflectionStrategy::Process(
     // Note, if the stream is upsampling, this could lead to the same packet
     // being emitted twice.  Upsampling and jitter doesn't make much sense
     // but does technically work.
-    LOG_FIRST_N(WARNING, 2)
+    ABSL_LOG_FIRST_N(WARNING, 2)
         << "Adding jitter is not very useful when upsampling.";
   }
 
@@ -499,12 +505,14 @@ absl::Status JitterWithoutReflectionStrategy::Open(CalculatorContext* cc) {
 
   if (resampler_options.output_header() !=
       PacketResamplerCalculatorOptions::NONE) {
-    LOG(WARNING) << "VideoHeader::frame_rate holds the target value and not "
+    ABSL_LOG(WARNING)
+        << "VideoHeader::frame_rate holds the target value and not "
            "the actual value.";
   }
 
   if (calculator_->flush_last_packet_) {
-    LOG(WARNING) << "PacketResamplerCalculatorOptions.flush_last_packet is "
+    ABSL_LOG(WARNING)
+        << "PacketResamplerCalculatorOptions.flush_last_packet is "
            "ignored, because we are adding jitter.";
   }
 
@@ -555,7 +563,7 @@ absl::Status JitterWithoutReflectionStrategy::Process(CalculatorContext* cc) {
 
   if (calculator_->frame_time_usec_ <
       (cc->InputTimestamp() - calculator_->last_packet_.Timestamp()).Value()) {
-    LOG_FIRST_N(WARNING, 2)
+    ABSL_LOG_FIRST_N(WARNING, 2)
         << "Adding jitter is not very useful when upsampling.";
   }
 

mediapipe/calculators/core/packet_resampler_calculator.h

@@ -13,7 +13,6 @@
 #include "mediapipe/framework/deps/random_base.h"
 #include "mediapipe/framework/formats/video_stream_header.h"
 #include "mediapipe/framework/port/integral_types.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/ret_check.h"
 #include "mediapipe/framework/port/status.h"
 #include "mediapipe/framework/port/status_macros.h"

mediapipe/calculators/core/sequence_shift_calculator.cc

@@ -14,6 +14,7 @@
 
 #include <deque>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/core/sequence_shift_calculator.pb.h"
 #include "mediapipe/framework/api2/node.h"
 #include "mediapipe/framework/calculator_framework.h"
@@ -101,7 +102,7 @@ void SequenceShiftCalculator::ProcessPositiveOffset(CalculatorContext* cc) {
     kOut(cc).Send(packet_cache_.front().At(cc->InputTimestamp()));
     packet_cache_.pop_front();
   } else if (emit_empty_packets_before_first_packet_) {
-    LOG(FATAL) << "Not supported yet";
+    ABSL_LOG(FATAL) << "Not supported yet";
   }
   // Store current packet for later output.
   packet_cache_.push_back(kIn(cc).packet());

mediapipe/calculators/image/BUILD

@@ -151,11 +151,11 @@ cc_library(
         "//mediapipe/framework/formats:image_format_cc_proto",
         "//mediapipe/framework/formats:image_frame",
         "//mediapipe/framework/formats:image_frame_opencv",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:opencv_core",
         "//mediapipe/framework/port:opencv_imgproc",
         "//mediapipe/framework/port:status",
         "//mediapipe/framework/port:vector",
+        "@com_google_absl//absl/log:absl_log",
     ] + select({
         "//mediapipe/gpu:disable_gpu": [],
         "//conditions:default": [
@@ -300,6 +300,7 @@ cc_library(
         "//mediapipe/framework/port:opencv_imgproc",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
     ] + select({
         "//mediapipe/gpu:disable_gpu": [],
         "//conditions:default": [
@@ -420,6 +421,7 @@ cc_library(
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
         "//mediapipe/util:image_frame_util",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
         "@libyuv",
     ],
@@ -625,9 +627,9 @@ cc_library(
         "//mediapipe/framework/formats:image",
         "//mediapipe/framework/formats:image_format_cc_proto",
         "//mediapipe/framework/formats:image_frame",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:status",
         "//mediapipe/framework/port:vector",
+        "@com_google_absl//absl/log:absl_log",
     ] + select({
         "//mediapipe/gpu:disable_gpu": [],
         "//conditions:default": [
@@ -665,6 +667,7 @@ cc_test(
         "//mediapipe/framework/port:opencv_imgcodecs",
         "//mediapipe/framework/port:opencv_imgproc",
         "//mediapipe/framework/port:parse_text_proto",
+        "@com_google_absl//absl/log:absl_log",
     ],
 )
 

mediapipe/calculators/image/image_cropping_calculator.cc

@@ -16,6 +16,7 @@
 
 #include <cmath>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/framework/formats/image_frame.h"
 #include "mediapipe/framework/formats/image_frame_opencv.h"
 #include "mediapipe/framework/formats/rect.pb.h"
@@ -202,7 +203,8 @@ absl::Status ImageCroppingCalculator::ValidateBorderModeForGPU(
 
   switch (options.border_mode()) {
     case mediapipe::ImageCroppingCalculatorOptions::BORDER_ZERO:
-      LOG(WARNING) << "BORDER_ZERO mode is not supported by GPU "
+      ABSL_LOG(WARNING)
+          << "BORDER_ZERO mode is not supported by GPU "
           << "implementation and will fall back into BORDER_REPLICATE";
       break;
     case mediapipe::ImageCroppingCalculatorOptions::BORDER_REPLICATE:

mediapipe/calculators/image/scale_image_calculator.cc

@@ -18,6 +18,7 @@
 #include <memory>
 #include <string>
 
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_cat.h"
 #include "absl/strings/substitute.h"
 #include "libyuv/scale.h"
@@ -293,7 +294,7 @@ absl::Status ScaleImageCalculator::InitializeFrameInfo(CalculatorContext* cc) {
     header->width = output_width_;
     header->height = output_height_;
     header->format = output_format_;
-    LOG(INFO) << "OUTPUTTING HEADER on stream";
+    ABSL_LOG(INFO) << "OUTPUTTING HEADER on stream";
     cc->Outputs()
         .Tag("VIDEO_HEADER")
         .Add(header.release(), Timestamp::PreStream());
@@ -393,7 +394,8 @@ absl::Status ScaleImageCalculator::Open(CalculatorContext* cc) {
           .SetHeader(Adopt(output_header.release()));
       has_header_ = true;
     } else {
-      LOG(WARNING) << "Stream had a VideoHeader which didn't have sufficient "
+      ABSL_LOG(WARNING)
+          << "Stream had a VideoHeader which didn't have sufficient "
              "information.  "
              "Dropping VideoHeader and trying to deduce needed "
              "information.";

mediapipe/calculators/image/segmentation_smoothing_calculator.cc

@@ -15,13 +15,13 @@
 #include <algorithm>
 #include <memory>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/image/segmentation_smoothing_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/calculator_options.pb.h"
 #include "mediapipe/framework/formats/image.h"
 #include "mediapipe/framework/formats/image_format.pb.h"
 #include "mediapipe/framework/formats/image_frame.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/status.h"
 #include "mediapipe/framework/port/vector.h"
 
@@ -273,7 +273,7 @@ absl::Status SegmentationSmoothingCalculator::RenderGpu(CalculatorContext* cc) {
 
   const auto& previous_frame = cc->Inputs().Tag(kPreviousMaskTag).Get<Image>();
   if (previous_frame.format() != current_frame.format()) {
-    LOG(ERROR) << "Warning: mixing input format types. ";
+    ABSL_LOG(ERROR) << "Warning: mixing input format types. ";
   }
   auto previous_texture = gpu_helper_.CreateSourceTexture(previous_frame);
 

mediapipe/calculators/image/segmentation_smoothing_calculator_test.cc

@@ -14,6 +14,7 @@
 
 #include <memory>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/image/segmentation_smoothing_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/calculator_runner.h"
@@ -169,7 +170,7 @@ void RunTest(bool use_gpu, float mix_ratio, cv::Mat& test_result) {
       }
     }
   } else {
-    LOG(ERROR) << "invalid ratio";
+    ABSL_LOG(ERROR) << "invalid ratio";
   }
 }
 

mediapipe/calculators/image/set_alpha_calculator.cc

@@ -14,13 +14,13 @@
 
 #include <memory>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/image/set_alpha_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/calculator_options.pb.h"
 #include "mediapipe/framework/formats/image_format.pb.h"
 #include "mediapipe/framework/formats/image_frame.h"
 #include "mediapipe/framework/formats/image_frame_opencv.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/opencv_core_inc.h"
 #include "mediapipe/framework/port/opencv_imgproc_inc.h"
 #include "mediapipe/framework/port/status.h"
@@ -268,7 +268,7 @@ absl::Status SetAlphaCalculator::RenderCpu(CalculatorContext* cc) {
   const auto& input_frame = cc->Inputs().Tag(kInputFrameTag).Get<ImageFrame>();
   const cv::Mat input_mat = formats::MatView(&input_frame);
   if (!(input_mat.type() == CV_8UC3 || input_mat.type() == CV_8UC4)) {
-    LOG(ERROR) << "Only 3 or 4 channel 8-bit input image supported";
+    ABSL_LOG(ERROR) << "Only 3 or 4 channel 8-bit input image supported";
   }
 
   // Setup destination image
@@ -328,7 +328,7 @@ absl::Status SetAlphaCalculator::RenderGpu(CalculatorContext* cc) {
       cc->Inputs().Tag(kInputFrameTagGpu).Get<mediapipe::GpuBuffer>();
   if (!(input_frame.format() == mediapipe::GpuBufferFormat::kBGRA32 ||
         input_frame.format() == mediapipe::GpuBufferFormat::kRGB24)) {
-    LOG(ERROR) << "Only RGB or RGBA input image supported";
+    ABSL_LOG(ERROR) << "Only RGB or RGBA input image supported";
   }
   auto input_texture = gpu_helper_.CreateSourceTexture(input_frame);
 

mediapipe/calculators/tensor/BUILD

@@ -474,6 +474,7 @@ cc_library(
         "//mediapipe/gpu:gpu_buffer",
         "//mediapipe/objc:mediapipe_framework_ios",
         "//mediapipe/util/tflite:config",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
         "@com_google_absl//absl/strings:str_format",
         "@org_tensorflow//tensorflow/lite/delegates/gpu:metal_delegate",
@@ -744,6 +745,7 @@ cc_library(
         "//mediapipe/framework/formats:tensor",
         "//mediapipe/framework/formats/object_detection:anchor_cc_proto",
         "//mediapipe/framework/port:ret_check",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings:str_format",
         "@com_google_absl//absl/types:span",
     ] + selects.with_or({
@@ -992,6 +994,7 @@ cc_library(
         "//mediapipe/framework/port:status",
         "//mediapipe/framework/port:statusor",
         "//mediapipe/gpu:gpu_origin_cc_proto",
+        "@com_google_absl//absl/log:absl_log",
     ] + select({
         "//mediapipe/gpu:disable_gpu": [],
         "//conditions:default": [":image_to_tensor_calculator_gpu_deps"],
@@ -1211,6 +1214,7 @@ cc_library(
             "//mediapipe/gpu:gl_calculator_helper",
             "//mediapipe/gpu:gl_simple_shaders",
             "//mediapipe/gpu:shader_util",
+            "@com_google_absl//absl/log:absl_log",
             "@com_google_absl//absl/strings",
         ],
     }),

mediapipe/calculators/tensor/image_to_tensor_calculator.cc

@@ -16,6 +16,7 @@
 #include <memory>
 #include <vector>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/tensor/image_to_tensor_calculator.pb.h"
 #include "mediapipe/calculators/tensor/image_to_tensor_converter.h"
 #include "mediapipe/calculators/tensor/image_to_tensor_utils.h"
@@ -284,7 +285,7 @@ class ImageToTensorCalculator : public Node {
                              cc, GetBorderMode(options_.border_mode()),
                              GetOutputTensorType(/*uses_gpu=*/false, params_)));
 #else
-        LOG(FATAL) << "Cannot create image to tensor CPU converter since "
+        ABSL_LOG(FATAL) << "Cannot create image to tensor CPU converter since "
                            "MEDIAPIPE_DISABLE_OPENCV is defined and "
                            "MEDIAPIPE_ENABLE_HALIDE is not defined.";
 #endif  // !MEDIAPIPE_DISABLE_HALIDE

mediapipe/calculators/tensor/image_to_tensor_converter_gl_texture.cc

@@ -22,6 +22,7 @@
 #include <memory>
 #include <vector>
 
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_cat.h"
 #include "mediapipe/calculators/tensor/image_to_tensor_converter.h"
 #include "mediapipe/calculators/tensor/image_to_tensor_converter_gl_utils.h"
@@ -259,7 +260,7 @@ class GlProcessor : public ImageToTensorConverter {
     // error. So in that case, we'll grab the transpose of our original matrix
     // and send that instead.
     const auto gl_context = mediapipe::GlContext::GetCurrent();
-    LOG_IF(FATAL, !gl_context) << "GlContext is not bound to the thread.";
+    ABSL_LOG_IF(FATAL, !gl_context) << "GlContext is not bound to the thread.";
     if (gl_context->GetGlVersion() == mediapipe::GlVersion::kGLES2) {
       GetTransposedRotatedSubRectToRectTransformMatrix(
           sub_rect, texture.width(), texture.height(), flip_horizontaly,

mediapipe/calculators/tensor/inference_calculator_metal.cc

@@ -21,6 +21,7 @@
 #include <string>
 #include <vector>
 
+#include "absl/log/absl_log.h"
 #include "absl/memory/memory.h"
 #include "absl/strings/str_format.h"
 #include "mediapipe/calculators/tensor/inference_calculator.h"
@@ -74,7 +75,7 @@ tflite::gpu::BHWC BhwcFromTensorShape(const Tensor::Shape& shape) {
       break;
     default:
       // Handles 0 and >4.
-      LOG(FATAL)
+      ABSL_LOG(FATAL)
           << "Dimensions size must be in range [1,4] for GPU inference, but "
           << shape.dims.size() << " is provided";
   }

mediapipe/calculators/tensor/tensors_to_detections_calculator.cc

@@ -15,6 +15,7 @@
 #include <unordered_map>
 #include <vector>
 
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_format.h"
 #include "absl/types/span.h"
 #include "mediapipe/calculators/tensor/tensors_to_detections_calculator.pb.h"
@@ -329,7 +330,7 @@ absl::Status TensorsToDetectionsCalculator::Process(CalculatorContext* cc) {
     } else if (status.code() == absl::StatusCode::kFailedPrecondition) {
       // For initialization error because of hardware limitation, fallback to
       // CPU processing.
-      LOG(WARNING) << status.message();
+      ABSL_LOG(WARNING) << status.message();
     } else {
       // For other error, let the error propagates.
       return status;
@@ -668,7 +669,7 @@ absl::Status TensorsToDetectionsCalculator::ProcessGPU(
                                          output_detections));
 
 #else
-  LOG(ERROR) << "GPU input on non-Android not supported yet.";
+  ABSL_LOG(ERROR) << "GPU input on non-Android not supported yet.";
 #endif  // !defined(MEDIAPIPE_DISABLE_GL_COMPUTE)
   return absl::OkStatus();
 }

mediapipe/calculators/tensorflow/BUILD

@@ -488,10 +488,10 @@ cc_library(
         "//mediapipe/calculators/tensorflow:tensorflow_session_from_frozen_graph_calculator_cc_proto",
         "//mediapipe/framework:calculator_framework",
         "//mediapipe/framework/deps:clock",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
         "//mediapipe/framework/tool:status_util",
+        "@com_google_absl//absl/log:absl_log",
         "@org_tensorflow//tensorflow/core:protos_all_cc",
     ] + select({
         "//conditions:default": [
@@ -519,10 +519,10 @@ cc_library(
         ":tensorflow_session_from_frozen_graph_generator_cc_proto",
         "//mediapipe/framework:calculator_framework",
         "//mediapipe/framework/deps:clock",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
         "//mediapipe/framework/tool:status_util",
+        "@com_google_absl//absl/log:absl_log",
         "@org_tensorflow//tensorflow/core:protos_all_cc",
     ] + select({
         "//conditions:default": [
@@ -555,6 +555,7 @@ cc_library(
         "//mediapipe/framework/deps:file_path",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
         "@org_tensorflow//tensorflow/cc/saved_model:constants",
         "@org_tensorflow//tensorflow/cc/saved_model:loader_lite",
@@ -632,6 +633,7 @@ cc_library(
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
         "//mediapipe/framework/tool:status_util",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/status",
         "@com_google_absl//absl/strings",
         "@org_tensorflow//tensorflow/cc/saved_model:constants",
@@ -653,6 +655,7 @@ cc_library(
         "//mediapipe/framework:calculator_framework",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
         "@org_tensorflow//tensorflow/core:framework",
     ],
     alwayslink = 1,
@@ -778,6 +781,7 @@ cc_library(
         "//mediapipe/framework/port:status",
         "//mediapipe/util:audio_decoder_cc_proto",
         "//mediapipe/util/sequence:media_sequence",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
         "@org_tensorflow//tensorflow/core:protos_all_cc",
     ],
@@ -792,6 +796,7 @@ cc_library(
         "//mediapipe/framework:calculator_framework",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
         "@org_tensorflow//tensorflow/core:framework",
     ],
     alwayslink = 1,
@@ -805,6 +810,7 @@ cc_library(
         "//mediapipe/framework:calculator_framework",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
         "@org_tensorflow//tensorflow/core:framework",
     ],
     alwayslink = 1,
@@ -818,6 +824,7 @@ cc_library(
         "//mediapipe/framework:calculator_framework",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
         "@org_tensorflow//tensorflow/core:framework",
     ],
     alwayslink = 1,
@@ -831,6 +838,7 @@ cc_library(
         "//mediapipe/framework:calculator_framework",
         "//mediapipe/framework:packet",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
         "@org_tensorflow//tensorflow/core:protos_all_cc",
     ],
     alwayslink = 1,
@@ -1167,6 +1175,7 @@ cc_test(
         "//mediapipe/framework/port:rectangle",
         "//mediapipe/util:audio_decoder_cc_proto",
         "//mediapipe/util/sequence:media_sequence",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
         "@com_google_absl//absl/strings",
         "@org_tensorflow//tensorflow/core:protos_all_cc",
@@ -1248,6 +1257,7 @@ cc_test(
         "//mediapipe/framework/tool:sink",
         "//mediapipe/framework/tool:validate_type",
         "@com_google_absl//absl/flags:flag",
+        "@com_google_absl//absl/log:absl_log",
     ] + select({
         "//conditions:default": [
             "@org_tensorflow//tensorflow/core:direct_session",

mediapipe/calculators/tensorflow/tensor_squeeze_dimensions_calculator.cc

@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/tensorflow/tensor_squeeze_dimensions_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/port/ret_check.h"
@@ -99,9 +100,10 @@ class TensorSqueezeDimensionsCalculator : public CalculatorBase {
       }
     }
     if (remove_dims_.empty()) {
-      LOG(ERROR) << "TensorSqueezeDimensionsCalculator is squeezing input with "
+      ABSL_LOG(ERROR)
+          << "TensorSqueezeDimensionsCalculator is squeezing input with "
              "no single-dimensions. Calculator will be a no-op.";
-      LOG(ERROR) << "Input to TensorSqueezeDimensionsCalculator has shape "
+      ABSL_LOG(ERROR) << "Input to TensorSqueezeDimensionsCalculator has shape "
                       << tensor_shape.DebugString();
     }
   }

mediapipe/calculators/tensorflow/tensorflow_inference_calculator_test.cc

@@ -17,6 +17,7 @@
 #include <vector>
 
 #include "absl/flags/flag.h"
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/tensorflow/tensorflow_inference_calculator.pb.h"
 #include "mediapipe/calculators/tensorflow/tensorflow_session_from_frozen_graph_generator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
@@ -586,12 +587,12 @@ TEST_F(TensorflowInferenceCalculatorTest, TestRecurrentStates) {
       runner_->Outputs().Tag(kMultipliedTag).packets;
   ASSERT_EQ(2, output_packets_mult.size());
   const tf::Tensor& tensor_mult = output_packets_mult[0].Get<tf::Tensor>();
-  LOG(INFO) << "timestamp: " << 0;
+  ABSL_LOG(INFO) << "timestamp: " << 0;
   auto expected_tensor = tf::test::AsTensor<int32_t>({3, 8, 15});
   tf::test::ExpectTensorEqual<int32_t>(tensor_mult, expected_tensor);
   const tf::Tensor& tensor_mult1 = output_packets_mult[1].Get<tf::Tensor>();
   auto expected_tensor1 = tf::test::AsTensor<int32_t>({9, 32, 75});
-  LOG(INFO) << "timestamp: " << 1;
+  ABSL_LOG(INFO) << "timestamp: " << 1;
   tf::test::ExpectTensorEqual<int32_t>(tensor_mult1, expected_tensor1);
 
   EXPECT_EQ(2, runner_
@@ -627,12 +628,12 @@ TEST_F(TensorflowInferenceCalculatorTest, TestRecurrentStateOverride) {
       runner_->Outputs().Tag(kMultipliedTag).packets;
   ASSERT_EQ(2, output_packets_mult.size());
   const tf::Tensor& tensor_mult = output_packets_mult[0].Get<tf::Tensor>();
-  LOG(INFO) << "timestamp: " << 0;
+  ABSL_LOG(INFO) << "timestamp: " << 0;
   auto expected_tensor = tf::test::AsTensor<int32_t>({3, 4, 5});
   tf::test::ExpectTensorEqual<int32_t>(tensor_mult, expected_tensor);
   const tf::Tensor& tensor_mult1 = output_packets_mult[1].Get<tf::Tensor>();
   auto expected_tensor1 = tf::test::AsTensor<int32_t>({3, 4, 5});
-  LOG(INFO) << "timestamp: " << 1;
+  ABSL_LOG(INFO) << "timestamp: " << 1;
   tf::test::ExpectTensorEqual<int32_t>(tensor_mult1, expected_tensor1);
 
   EXPECT_EQ(2, runner_

mediapipe/calculators/tensorflow/tensorflow_session_from_frozen_graph_calculator.cc

@@ -23,12 +23,12 @@
 
 #include <string>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/tensorflow/tensorflow_session.h"
 #include "mediapipe/calculators/tensorflow/tensorflow_session_from_frozen_graph_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/deps/clock.h"
 #include "mediapipe/framework/deps/monotonic_clock.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/ret_check.h"
 #include "mediapipe/framework/port/status.h"
 #include "mediapipe/framework/tool/status_util.h"
@@ -156,7 +156,7 @@ class TensorFlowSessionFromFrozenGraphCalculator : public CalculatorBase {
 
     cc->OutputSidePackets().Tag(kSessionTag).Set(Adopt(session.release()));
     const uint64_t end_time = absl::ToUnixMicros(clock->TimeNow());
-    LOG(INFO) << "Loaded frozen model in: " << end_time - start_time
+    ABSL_LOG(INFO) << "Loaded frozen model in: " << end_time - start_time
                    << " microseconds.";
     return absl::OkStatus();
   }

mediapipe/calculators/tensorflow/tensorflow_session_from_frozen_graph_generator.cc

@@ -24,13 +24,13 @@
 
 #include <string>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/tensorflow/tensorflow_session.h"
 #include "mediapipe/calculators/tensorflow/tensorflow_session_from_frozen_graph_generator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/deps/clock.h"
 #include "mediapipe/framework/deps/monotonic_clock.h"
 #include "mediapipe/framework/port/file_helpers.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/ret_check.h"
 #include "mediapipe/framework/port/status.h"
 #include "mediapipe/framework/tool/status_util.h"
@@ -155,7 +155,7 @@ class TensorFlowSessionFromFrozenGraphGenerator : public PacketGenerator {
 
     output_side_packets->Tag(kSessionTag) = Adopt(session.release());
     const uint64_t end_time = absl::ToUnixMicros(clock->TimeNow());
-    LOG(INFO) << "Loaded frozen model in: " << end_time - start_time
+    ABSL_LOG(INFO) << "Loaded frozen model in: " << end_time - start_time
                    << " microseconds.";
     return absl::OkStatus();
   }

mediapipe/calculators/tensorflow/tensorflow_session_from_saved_model_calculator.cc

@@ -17,6 +17,7 @@
 #if !defined(__ANDROID__)
 #include "mediapipe/framework/port/file_helpers.h"
 #endif
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_replace.h"
 #include "mediapipe/calculators/tensorflow/tensorflow_session.h"
 #include "mediapipe/calculators/tensorflow/tensorflow_session_from_saved_model_calculator.pb.h"
@@ -69,7 +70,7 @@ const std::string MaybeConvertSignatureToTag(
                    [](unsigned char c) { return std::toupper(c); });
     output = absl::StrReplaceAll(
         output, {{"/", "_"}, {"-", "_"}, {".", "_"}, {":", "_"}});
-    LOG(INFO) << "Renamed TAG from: " << name << " to " << output;
+    ABSL_LOG(INFO) << "Renamed TAG from: " << name << " to " << output;
     return output;
   } else {
     return name;

mediapipe/calculators/tensorflow/tensorflow_session_from_saved_model_generator.cc

@@ -19,6 +19,7 @@
 #if !defined(__ANDROID__)
 #include "mediapipe/framework/port/file_helpers.h"
 #endif
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_replace.h"
 #include "mediapipe/calculators/tensorflow/tensorflow_session.h"
 #include "mediapipe/calculators/tensorflow/tensorflow_session_from_saved_model_generator.pb.h"
@@ -75,7 +76,7 @@ const std::string MaybeConvertSignatureToTag(
                    [](unsigned char c) { return std::toupper(c); });
     output = absl::StrReplaceAll(
         output, {{"/", "_"}, {"-", "_"}, {".", "_"}, {":", "_"}});
-    LOG(INFO) << "Renamed TAG from: " << name << " to " << output;
+    ABSL_LOG(INFO) << "Renamed TAG from: " << name << " to " << output;
     return output;
   } else {
     return name;

mediapipe/calculators/tensorflow/unpack_media_sequence_calculator.cc

@@ -13,6 +13,7 @@
 // limitations under the License.
 
 #include "absl/container/flat_hash_map.h"
+#include "absl/log/absl_log.h"
 #include "absl/strings/match.h"
 #include "mediapipe/calculators/core/packet_resampler_calculator.pb.h"
 #include "mediapipe/calculators/tensorflow/unpack_media_sequence_calculator.pb.h"
@@ -201,7 +202,7 @@ class UnpackMediaSequenceCalculator : public CalculatorBase {
     first_timestamp_seen_ = Timestamp::OneOverPostStream().Value();
     for (const auto& map_kv : sequence_->feature_lists().feature_list()) {
       if (absl::StrContains(map_kv.first, "/timestamp")) {
-        LOG(INFO) << "Found feature timestamps: " << map_kv.first
+        ABSL_LOG(INFO) << "Found feature timestamps: " << map_kv.first
                        << " with size: " << map_kv.second.feature_size();
         int64_t recent_timestamp = Timestamp::PreStream().Value();
         for (int i = 0; i < map_kv.second.feature_size(); ++i) {
@@ -309,7 +310,7 @@ class UnpackMediaSequenceCalculator : public CalculatorBase {
         audio_decoder_options->set_end_time(
             end_time + options.extra_padding_from_media_decoder());
       }
-      LOG(INFO) << "Created AudioDecoderOptions:\n"
+      ABSL_LOG(INFO) << "Created AudioDecoderOptions:\n"
                      << audio_decoder_options->DebugString();
       cc->OutputSidePackets()
           .Tag(kAudioDecoderOptions)
@@ -331,7 +332,7 @@ class UnpackMediaSequenceCalculator : public CalculatorBase {
             ->set_end_time(Timestamp::FromSeconds(end_time).Value());
       }
 
-      LOG(INFO) << "Created PacketResamplerOptions:\n"
+      ABSL_LOG(INFO) << "Created PacketResamplerOptions:\n"
                      << resampler_options->DebugString();
       cc->OutputSidePackets()
           .Tag(kPacketResamplerOptions)
@@ -351,7 +352,8 @@ class UnpackMediaSequenceCalculator : public CalculatorBase {
   absl::Status Process(CalculatorContext* cc) override {
     if (timestamps_.empty()) {
       // This occurs when we only have metadata to unpack.
-      LOG(INFO) << "only unpacking metadata because there are no timestamps.";
+      ABSL_LOG(INFO)
+          << "only unpacking metadata because there are no timestamps.";
       return tool::StatusStop();
     }
     // In Process(), we loop through timestamps on a reference stream and emit

mediapipe/calculators/tensorflow/unpack_media_sequence_calculator_test.cc

@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+#include "absl/log/absl_log.h"
 #include "absl/memory/memory.h"
 #include "absl/strings/numbers.h"
 #include "mediapipe/calculators/core/packet_resampler_calculator.pb.h"
@@ -81,7 +82,7 @@ class UnpackMediaSequenceCalculatorTest : public ::testing::Test {
     if (options != nullptr) {
       *config.mutable_options() = *options;
     }
-    LOG(INFO) << config.DebugString();
+    ABSL_LOG(INFO) << config.DebugString();
     runner_ = absl::make_unique<CalculatorRunner>(config);
   }
 

mediapipe/calculators/tensorflow/unpack_yt8m_sequence_example_calculator.cc

@@ -14,6 +14,7 @@
 
 #include <iterator>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/tensorflow/lapped_tensor_buffer_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/packet.h"
@@ -149,8 +150,9 @@ class UnpackYt8mSequenceExampleCalculator : public CalculatorBase {
             .Set(MakePacket<int>(segment_size));
       }
     }
-    LOG(INFO) << "Reading the sequence example that contains yt8m id: "
+    ABSL_LOG(INFO) << "Reading the sequence example that contains yt8m id: "
-              << yt8m_id << ". Feature list length: " << feature_list_length_;
+                   << yt8m_id
+                   << ". Feature list length: " << feature_list_length_;
     return absl::OkStatus();
   }
 

mediapipe/calculators/tensorflow/vector_float_to_tensor_calculator.cc

@@ -14,6 +14,7 @@
 //
 // Converts vector<float> (or vector<vector<float>>) to 1D (or 2D) tf::Tensor.
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/tensorflow/vector_float_to_tensor_calculator_options.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/port/ret_check.h"
@@ -68,7 +69,7 @@ absl::Status VectorFloatToTensorCalculator::GetContract(
         // Output vector<float>.
     );
   } else {
-    LOG(FATAL) << "input size not supported";
+    ABSL_LOG(FATAL) << "input size not supported";
   }
   RET_CHECK_EQ(cc->Outputs().NumEntries(), 1)
       << "Only one output stream is supported.";
@@ -125,7 +126,7 @@ absl::Status VectorFloatToTensorCalculator::Process(CalculatorContext* cc) {
     }
     cc->Outputs().Index(0).Add(output.release(), cc->InputTimestamp());
   } else {
-    LOG(FATAL) << "input size not supported";
+    ABSL_LOG(FATAL) << "input size not supported";
   }
   return absl::OkStatus();
 }

mediapipe/calculators/tensorflow/vector_int_to_tensor_calculator.cc

@@ -15,6 +15,7 @@
 // Converts a single int or vector<int> or vector<vector<int>> to 1D (or 2D)
 // tf::Tensor.
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/tensorflow/vector_int_to_tensor_calculator_options.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/port/ret_check.h"
@@ -86,7 +87,7 @@ absl::Status VectorIntToTensorCalculator::GetContract(CalculatorContract* cc) {
       cc->Inputs().Tag(kVectorInt).Set<std::vector<int>>();
     }
   } else {
-    LOG(FATAL) << "input size not supported";
+    ABSL_LOG(FATAL) << "input size not supported";
   }
   RET_CHECK_EQ(cc->Outputs().NumEntries(), 1)
       << "Only one output stream is supported.";
@@ -140,7 +141,7 @@ absl::Status VectorIntToTensorCalculator::Process(CalculatorContext* cc) {
               AssignMatrixValue<int>(c, r, input[r][c], output.get());
               break;
             default:
-              LOG(FATAL) << "tensor data type is not supported.";
+              ABSL_LOG(FATAL) << "tensor data type is not supported.";
           }
         }
       }
@@ -158,7 +159,7 @@ absl::Status VectorIntToTensorCalculator::Process(CalculatorContext* cc) {
               AssignMatrixValue<int>(r, c, input[r][c], output.get());
               break;
             default:
-              LOG(FATAL) << "tensor data type is not supported.";
+              ABSL_LOG(FATAL) << "tensor data type is not supported.";
           }
         }
       }
@@ -188,12 +189,12 @@ absl::Status VectorIntToTensorCalculator::Process(CalculatorContext* cc) {
           output->tensor<int, 1>()(i) = input.at(i);
           break;
         default:
-          LOG(FATAL) << "tensor data type is not supported.";
+          ABSL_LOG(FATAL) << "tensor data type is not supported.";
       }
     }
     cc->Outputs().Tag(kTensorOut).Add(output.release(), cc->InputTimestamp());
   } else {
-    LOG(FATAL) << "input size not supported";
+    ABSL_LOG(FATAL) << "input size not supported";
   }
   return absl::OkStatus();
 }

mediapipe/calculators/tensorflow/vector_string_to_tensor_calculator.cc

@@ -15,6 +15,7 @@
 // Converts vector<std::string> (or vector<vector<std::string>>) to 1D (or 2D)
 // tf::Tensor.
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/tensorflow/vector_string_to_tensor_calculator_options.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/port/ret_check.h"
@@ -69,7 +70,7 @@ absl::Status VectorStringToTensorCalculator::GetContract(
         // Input vector<std::string>.
     );
   } else {
-    LOG(FATAL) << "input size not supported";
+    ABSL_LOG(FATAL) << "input size not supported";
   }
   RET_CHECK_EQ(cc->Outputs().NumEntries(), 1)
       << "Only one output stream is supported.";
@@ -129,7 +130,7 @@ absl::Status VectorStringToTensorCalculator::Process(CalculatorContext* cc) {
     }
     cc->Outputs().Index(0).Add(output.release(), cc->InputTimestamp());
   } else {
-    LOG(FATAL) << "input size not supported";
+    ABSL_LOG(FATAL) << "input size not supported";
   }
   return absl::OkStatus();
 }

mediapipe/calculators/tflite/BUILD

@@ -103,6 +103,7 @@ cc_library(
         "//mediapipe/framework/formats/object_detection:anchor_cc_proto",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
     ],
     alwayslink = 1,
 )
@@ -196,10 +197,12 @@ cc_library(
     deps = [
         ":tflite_inference_calculator_cc_proto",
         "//mediapipe/framework:calculator_framework",
+        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/stream_handler:fixed_size_input_stream_handler",
         "//mediapipe/util/tflite:config",
         "//mediapipe/util/tflite:tflite_model_loader",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
         "@org_tensorflow//tensorflow/lite:framework",
         "@org_tensorflow//tensorflow/lite/delegates/xnnpack:xnnpack_delegate",
@@ -392,6 +395,7 @@ cc_library(
         "//mediapipe/framework/formats/object_detection:anchor_cc_proto",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/util/tflite:config",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings:str_format",
         "@com_google_absl//absl/types:span",
         "@org_tensorflow//tensorflow/lite:framework",

mediapipe/calculators/tflite/ssd_anchors_calculator.cc

@@ -16,6 +16,7 @@
 #include <utility>
 #include <vector>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/tflite/ssd_anchors_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/formats/object_detection/anchor.pb.h"
@@ -272,7 +273,7 @@ absl::Status SsdAnchorsCalculator::GenerateAnchors(
 
   if (options.feature_map_height_size()) {
     if (options.strides_size()) {
-      LOG(ERROR) << "Found feature map shapes. Strides will be ignored.";
+      ABSL_LOG(ERROR) << "Found feature map shapes. Strides will be ignored.";
     }
     CHECK_EQ(options.feature_map_height_size(), kNumLayers);
     CHECK_EQ(options.feature_map_height_size(),

mediapipe/calculators/tflite/tflite_inference_calculator.cc

@@ -17,9 +17,11 @@
 #include <string>
 #include <vector>
 
+#include "absl/log/absl_log.h"
 #include "absl/memory/memory.h"
 #include "mediapipe/calculators/tflite/tflite_inference_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
+#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/ret_check.h"
 #include "mediapipe/util/tflite/config.h"
 
@@ -406,7 +408,8 @@ absl::Status TfLiteInferenceCalculator::Open(CalculatorContext* cc) {
   }
 
   if (use_advanced_gpu_api_ && !gpu_input_) {
-    LOG(WARNING) << "Cannot use advanced GPU APIs, input must be GPU buffers."
+    ABSL_LOG(WARNING)
+        << "Cannot use advanced GPU APIs, input must be GPU buffers."
            "Falling back to the default TFLite API.";
     use_advanced_gpu_api_ = false;
   }
@@ -1053,7 +1056,7 @@ absl::Status TfLiteInferenceCalculator::LoadDelegate(CalculatorContext* cc) {
           gpu_data_in_[i]->shape.w * gpu_data_in_[i]->shape.c;
       // Input to model can be RGBA only.
       if (tensor->dims->data[3] != 4) {
-        LOG(WARNING) << "Please ensure input GPU tensor is 4 channels.";
+        ABSL_LOG(WARNING) << "Please ensure input GPU tensor is 4 channels.";
       }
       const std::string shader_source =
           absl::Substitute(R"(#include <metal_stdlib>

mediapipe/calculators/tflite/tflite_tensors_to_detections_calculator.cc

@@ -15,6 +15,7 @@
 #include <unordered_map>
 #include <vector>
 
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_format.h"
 #include "absl/types/span.h"
 #include "mediapipe/calculators/tflite/tflite_tensors_to_detections_calculator.pb.h"
@@ -541,7 +542,7 @@ absl::Status TfLiteTensorsToDetectionsCalculator::ProcessGPU(
                                          output_detections));
 
 #else
-  LOG(ERROR) << "GPU input on non-Android not supported yet.";
+  ABSL_LOG(ERROR) << "GPU input on non-Android not supported yet.";
 #endif  // MEDIAPIPE_TFLITE_GL_INFERENCE
   return absl::OkStatus();
 }

mediapipe/calculators/util/BUILD

@@ -183,9 +183,9 @@ cc_library(
         "//mediapipe/framework:calculator_options_cc_proto",
         "//mediapipe/framework:timestamp",
         "//mediapipe/framework/deps:clock",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
         "@com_google_absl//absl/time",
     ],
@@ -254,7 +254,6 @@ cc_library(
         "//mediapipe/framework/formats:image_frame_opencv",
         "//mediapipe/framework/formats:image_opencv",
         "//mediapipe/framework/formats:video_stream_header",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:opencv_core",
         "//mediapipe/framework/port:opencv_imgproc",
         "//mediapipe/framework/port:status",
@@ -262,6 +261,7 @@ cc_library(
         "//mediapipe/util:annotation_renderer",
         "//mediapipe/util:color_cc_proto",
         "//mediapipe/util:render_data_cc_proto",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
     ] + select({
         "//mediapipe/gpu:disable_gpu": [],
@@ -376,9 +376,9 @@ cc_library(
         "//mediapipe/framework/formats:detection_cc_proto",
         "//mediapipe/framework/formats:image_frame",
         "//mediapipe/framework/formats:location",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:rectangle",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
     ],
     alwayslink = 1,
 )
@@ -1151,6 +1151,7 @@ cc_library(
         "//mediapipe/framework/port:file_helpers",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
     ],
     alwayslink = 1,
 )

mediapipe/calculators/util/annotation_overlay_calculator.cc

@@ -14,6 +14,7 @@
 
 #include <memory>
 
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_cat.h"
 #include "mediapipe/calculators/util/annotation_overlay_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
@@ -24,7 +25,6 @@
 #include "mediapipe/framework/formats/image_frame_opencv.h"
 #include "mediapipe/framework/formats/image_opencv.h"
 #include "mediapipe/framework/formats/video_stream_header.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/opencv_core_inc.h"
 #include "mediapipe/framework/port/opencv_imgproc_inc.h"
 #include "mediapipe/framework/port/status.h"
@@ -274,7 +274,8 @@ absl::Status AnnotationOverlayCalculator::Open(CalculatorContext* cc) {
   renderer_->SetFlipTextVertically(options_.flip_text_vertically());
   if (use_gpu_) renderer_->SetScaleFactor(options_.gpu_scale_factor());
   if (renderer_->GetScaleFactor() < 1.0 && HasImageTag(cc))
-    LOG(WARNING) << "Annotation scale factor only supports GPU backed Image.";
+    ABSL_LOG(WARNING)
+        << "Annotation scale factor only supports GPU backed Image.";
 
   // Set the output header based on the input header (if present).
   const char* tag = HasImageTag(cc) ? kImageTag

mediapipe/calculators/util/local_file_pattern_contents_calculator.cc

@@ -15,6 +15,7 @@
 #include <memory>
 #include <string>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/port/file_helpers.h"
 #include "mediapipe/framework/port/status.h"
@@ -58,7 +59,7 @@ class LocalFilePatternContentsCalculator : public CalculatorBase {
   absl::Status Process(CalculatorContext* cc) override {
     if (current_output_ < filenames_.size()) {
       auto contents = absl::make_unique<std::string>();
-      LOG(INFO) << filenames_[current_output_];
+      ABSL_LOG(INFO) << filenames_[current_output_];
       MP_RETURN_IF_ERROR(mediapipe::file::GetContents(
           filenames_[current_output_], contents.get()));
       ++current_output_;

mediapipe/calculators/util/non_max_suppression_calculator.cc

@@ -18,12 +18,12 @@
 #include <utility>
 #include <vector>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/util/non_max_suppression_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/formats/detection.pb.h"
 #include "mediapipe/framework/formats/image_frame.h"
 #include "mediapipe/framework/formats/location.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/rectangle.h"
 #include "mediapipe/framework/port/status.h"
 
@@ -92,7 +92,7 @@ float OverlapSimilarity(
       normalization = rect1.Area() + rect2.Area() - intersection_area;
       break;
     default:
-      LOG(FATAL) << "Unrecognized overlap type: " << overlap_type;
+      ABSL_LOG(FATAL) << "Unrecognized overlap type: " << overlap_type;
   }
   return normalization > 0.0f ? intersection_area / normalization : 0.0f;
 }

mediapipe/calculators/util/packet_latency_calculator.cc

@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_cat.h"
 #include "absl/time/time.h"
 #include "mediapipe/calculators/util/latency.pb.h"
@@ -20,7 +21,6 @@
 #include "mediapipe/framework/calculator_options.pb.h"
 #include "mediapipe/framework/deps/clock.h"
 #include "mediapipe/framework/deps/monotonic_clock.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/ret_check.h"
 #include "mediapipe/framework/port/status.h"
 #include "mediapipe/framework/timestamp.h"
@@ -237,7 +237,7 @@ absl::Status PacketLatencyCalculator::Process(CalculatorContext* cc) {
   }
 
   if (first_process_time_usec_ < 0) {
-    LOG(WARNING) << "No reference packet received.";
+    ABSL_LOG(WARNING) << "No reference packet received.";
     return absl::OkStatus();
   }
 

mediapipe/calculators/video/BUILD

@@ -132,6 +132,7 @@ cc_library(
         "//mediapipe/framework/port:opencv_video",
         "//mediapipe/framework/port:status",
         "//mediapipe/framework/tool:status_util",
+        "@com_google_absl//absl/log:absl_log",
     ],
     alwayslink = 1,
 )
@@ -153,6 +154,7 @@ cc_library(
         "//mediapipe/framework/port:source_location",
         "//mediapipe/framework/port:status",
         "//mediapipe/framework/tool:status_util",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
     ],
     alwayslink = 1,
@@ -193,6 +195,7 @@ cc_library(
         "//mediapipe/util/tracking:motion_estimation",
         "//mediapipe/util/tracking:motion_models",
         "//mediapipe/util/tracking:region_flow_cc_proto",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
     ],
     alwayslink = 1,
@@ -205,10 +208,10 @@ cc_library(
         ":flow_packager_calculator_cc_proto",
         "//mediapipe/framework:calculator_framework",
         "//mediapipe/framework/port:integral_types",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/util/tracking:camera_motion_cc_proto",
         "//mediapipe/util/tracking:flow_packager",
         "//mediapipe/util/tracking:region_flow_cc_proto",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
         "@com_google_absl//absl/strings:str_format",
     ],
@@ -225,7 +228,6 @@ cc_library(
         "//mediapipe/framework/formats:image_frame_opencv",
         "//mediapipe/framework/formats:video_stream_header",  # fixdeps: keep -- required for exobazel build.
         "//mediapipe/framework/port:integral_types",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:parse_text_proto",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
@@ -236,6 +238,7 @@ cc_library(
         "@com_google_absl//absl/container:flat_hash_set",
         "@com_google_absl//absl/container:node_hash_map",
         "@com_google_absl//absl/container:node_hash_set",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
     ],
     alwayslink = 1,
@@ -251,7 +254,6 @@ cc_library(
         "//mediapipe/framework/formats:image_frame_opencv",
         "//mediapipe/framework/formats:video_stream_header",  # fixdeps: keep -- required for exobazel build.
         "//mediapipe/framework/port:integral_types",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:opencv_core",
         "//mediapipe/framework/port:opencv_features2d",
         "//mediapipe/framework/port:ret_check",
@@ -263,6 +265,7 @@ cc_library(
         "//mediapipe/util/tracking:box_tracker_cc_proto",
         "//mediapipe/util/tracking:flow_packager_cc_proto",
         "//mediapipe/util/tracking:tracking_visualization_utilities",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
         "@com_google_absl//absl/strings",
     ] + select({
@@ -359,12 +362,12 @@ cc_test(
         "//mediapipe/framework/formats:video_stream_header",
         "//mediapipe/framework/port:gtest_main",
         "//mediapipe/framework/port:integral_types",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:opencv_highgui",
         "//mediapipe/framework/port:opencv_imgproc",
         "//mediapipe/framework/port:opencv_video",
         "//mediapipe/framework/port:parse_text_proto",
         "//mediapipe/framework/tool:test_util",
+        "@com_google_absl//absl/log:absl_log",
     ],
 )
 
@@ -448,6 +451,7 @@ cc_test(
         "//mediapipe/framework/tool:test_util",
         "//mediapipe/util/tracking:box_tracker_cc_proto",
         "//mediapipe/util/tracking:tracking_cc_proto",
+        "@com_google_absl//absl/log:absl_log",
     ],
 )
 

mediapipe/calculators/video/box_detector_calculator.cc

@@ -17,6 +17,7 @@
 #include <memory>
 #include <unordered_set>
 
+#include "absl/log/absl_log.h"
 #include "absl/memory/memory.h"
 #include "absl/strings/numbers.h"
 #include "mediapipe/calculators/video/box_detector_calculator.pb.h"
@@ -25,7 +26,6 @@
 #include "mediapipe/framework/formats/image_frame_opencv.h"
 #include "mediapipe/framework/formats/video_stream_header.h"
 #include "mediapipe/framework/port/integral_types.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/opencv_core_inc.h"
 #include "mediapipe/framework/port/opencv_features2d_inc.h"
 #include "mediapipe/framework/port/ret_check.h"
@@ -198,7 +198,8 @@ absl::Status BoxDetectorCalculator::Open(CalculatorContext* cc) {
     if (!predefined_index.ParseFromString(cc->InputSidePackets()
                                               .Tag(kIndexProtoStringTag)
                                               .Get<std::string>())) {
-      LOG(FATAL) << "failed to parse BoxDetectorIndex from INDEX_PROTO_STRING";
+      ABSL_LOG(FATAL)
+          << "failed to parse BoxDetectorIndex from INDEX_PROTO_STRING";
     }
     box_detector_->AddBoxDetectorIndex(predefined_index);
   }
@@ -210,7 +211,7 @@ absl::Status BoxDetectorCalculator::Open(CalculatorContext* cc) {
     MP_RETURN_IF_ERROR(file::GetContents(string_path, &index_string));
     BoxDetectorIndex predefined_index;
     if (!predefined_index.ParseFromString(index_string)) {
-      LOG(FATAL)
+      ABSL_LOG(FATAL)
           << "failed to parse BoxDetectorIndex from index_proto_filename";
     }
     box_detector_->AddBoxDetectorIndex(predefined_index);
@@ -248,7 +249,7 @@ absl::Status BoxDetectorCalculator::Process(CalculatorContext* cc) {
     BoxDetectorIndex predefined_index;
     if (!predefined_index.ParseFromString(
             add_index_stream->Get<std::string>())) {
-      LOG(FATAL) << "failed to parse BoxDetectorIndex from ADD_INDEX";
+      ABSL_LOG(FATAL) << "failed to parse BoxDetectorIndex from ADD_INDEX";
     }
     box_detector_->AddBoxDetectorIndex(predefined_index);
   }

mediapipe/calculators/video/box_tracker_calculator.cc

@@ -22,6 +22,7 @@
 #include "absl/container/flat_hash_set.h"
 #include "absl/container/node_hash_map.h"
 #include "absl/container/node_hash_set.h"
+#include "absl/log/absl_log.h"
 #include "absl/strings/numbers.h"
 #include "mediapipe/calculators/video/box_tracker_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
@@ -29,7 +30,6 @@
 #include "mediapipe/framework/formats/image_frame_opencv.h"
 #include "mediapipe/framework/formats/video_stream_header.h"
 #include "mediapipe/framework/port/integral_types.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/parse_text_proto.h"
 #include "mediapipe/framework/port/ret_check.h"
 #include "mediapipe/framework/port/status.h"
@@ -358,7 +358,7 @@ void ConvertCoordinateForRotation(float in_top, float in_left, float in_bottom,
       out_height = in_width;
       break;
     default:
-      LOG(ERROR) << "invalid rotation " << rotation;
+      ABSL_LOG(ERROR) << "invalid rotation " << rotation;
       out_center_x = in_center_x;
       out_center_y = in_center_y;
       out_width = in_width;
@@ -384,7 +384,8 @@ void AddStateToPath(const MotionBoxState& state, int64_t time_msec,
     path->insert(insert_pos,
                  InternalTimedBox(result, new MotionBoxState(state)));
   } else {
-    LOG(ERROR) << "Box at time " << time_msec << " already present; ignoring";
+    ABSL_LOG(ERROR) << "Box at time " << time_msec
+                    << " already present; ignoring";
   }
 }
 
@@ -486,7 +487,8 @@ absl::Status BoxTrackerCalculator::Open(CalculatorContext* cc) {
 
 #if !defined(__ANDROID__) && !defined(__APPLE__) && !defined(__EMSCRIPTEN__)
   if (cc->InputSidePackets().HasTag(kInitialPosTag)) {
-    LOG(INFO) << "Parsing: "
+    ABSL_LOG(INFO)
+        << "Parsing: "
         << cc->InputSidePackets().Tag(kInitialPosTag).Get<std::string>();
     initial_pos_ = ParseTextProtoOrDie<TimedBoxProtoList>(
         cc->InputSidePackets().Tag(kInitialPosTag).Get<std::string>());
@@ -624,7 +626,7 @@ absl::Status BoxTrackerCalculator::Process(CalculatorContext* cc) {
   if (cancel_object_id_stream && !cancel_object_id_stream->IsEmpty()) {
     const int cancel_object_id = cancel_object_id_stream->Get<int>();
     if (streaming_motion_boxes_.erase(cancel_object_id) == 0) {
-      LOG(WARNING) << "box id " << cancel_object_id << " does not exist.";
+      ABSL_LOG(WARNING) << "box id " << cancel_object_id << " does not exist.";
     }
   }
 
@@ -944,7 +946,7 @@ void BoxTrackerCalculator::OutputRandomAccessTrack(
     const bool forward_track = start.time_msec() < end_time_msec;
 
     if (track_timestamps_.empty()) {
-      LOG(WARNING) << "No tracking data cached yet.";
+      ABSL_LOG(WARNING) << "No tracking data cached yet.";
       continue;
     }
 
@@ -954,25 +956,25 @@ void BoxTrackerCalculator::OutputRandomAccessTrack(
     const int64_t tracking_end_timestamp_msec =
         track_timestamps_.back().Microseconds() / 1000;
     if (start.time_msec() < tracking_start_timestamp_msec) {
-      LOG(WARNING) << "Request start timestamp " << start.time_msec()
+      ABSL_LOG(WARNING) << "Request start timestamp " << start.time_msec()
                         << " too old. First frame in the window: "
                         << tracking_start_timestamp_msec;
       continue;
     }
     if (start.time_msec() > tracking_end_timestamp_msec) {
-      LOG(WARNING) << "Request start timestamp " << start.time_msec()
+      ABSL_LOG(WARNING) << "Request start timestamp " << start.time_msec()
                         << " too new. Last frame in the window: "
                         << tracking_end_timestamp_msec;
       continue;
     }
     if (end_time_msec < tracking_start_timestamp_msec) {
-      LOG(WARNING) << "Request end timestamp " << end_time_msec
+      ABSL_LOG(WARNING) << "Request end timestamp " << end_time_msec
                         << " too old. First frame in the window: "
                         << tracking_start_timestamp_msec;
       continue;
     }
     if (end_time_msec > tracking_end_timestamp_msec) {
-      LOG(WARNING) << "Request end timestamp " << end_time_msec
+      ABSL_LOG(WARNING) << "Request end timestamp " << end_time_msec
                         << " too new. Last frame in the window: "
                         << tracking_end_timestamp_msec;
       continue;
@@ -982,7 +984,7 @@ void BoxTrackerCalculator::OutputRandomAccessTrack(
         GetRandomAccessTimestampPos(start, forward_track);
 
     if (timestamp_pos == track_timestamps_.end()) {
-      LOG(ERROR) << "Random access outside cached range";
+      ABSL_LOG(ERROR) << "Random access outside cached range";
       continue;
     }
 
@@ -993,7 +995,7 @@ void BoxTrackerCalculator::OutputRandomAccessTrack(
     // TODO: Interpolate random access tracking start_data instead
     // of dropping the request in the case of missing processed frame.
     if (start_data == tracking_data_cache_.end()) {
-      LOG(ERROR) << "Random access starts at unprocessed frame.";
+      ABSL_LOG(ERROR) << "Random access starts at unprocessed frame.";
       continue;
     }
 
@@ -1010,7 +1012,7 @@ void BoxTrackerCalculator::OutputRandomAccessTrack(
                                               &single_map, end_time_msec);
 
     if (track_error) {
-      LOG(ERROR) << "Could not track box.";
+      ABSL_LOG(ERROR) << "Could not track box.";
       continue;
     }
 
@@ -1197,7 +1199,7 @@ void BoxTrackerCalculator::StreamTrack(const TrackingData& data,
     if (!motion_box.second.box.TrackStep(from_frame,  // from frame.
                                          mvf, forward)) {
       failed_ids->push_back(motion_box.first);
-      LOG(INFO) << "lost track. pushed failed id: " << motion_box.first;
+      ABSL_LOG(INFO) << "lost track. pushed failed id: " << motion_box.first;
     } else {
       // Store result.
       PathSegment& path = motion_box.second.path;
@@ -1224,7 +1226,7 @@ void BoxTrackerCalculator::FastForwardStartPos(
                                           track_timestamps_.end(), timestamp);
 
     if (timestamp_pos == track_timestamps_.end()) {
-      LOG(WARNING) << "Received start pos beyond current timestamp, "
+      ABSL_LOG(WARNING) << "Received start pos beyond current timestamp, "
                         << "Starting to track once frame arrives.";
       *initial_pos_.add_box() = start_pos;
       continue;
@@ -1242,7 +1244,8 @@ void BoxTrackerCalculator::FastForwardStartPos(
             -> bool { return item.first == timestamp_pos[0]; });
 
     if (start_data == tracking_data_cache_.end()) {
-      LOG(ERROR) << "Box to fast forward outside tracking data cache. Ignoring."
+      ABSL_LOG(ERROR)
+          << "Box to fast forward outside tracking data cache. Ignoring."
           << " To avoid this error consider increasing the cache size.";
       continue;
     }
@@ -1281,7 +1284,8 @@ void BoxTrackerCalculator::FastForwardStartPos(
                   true,  // forward
                   &single_map, &failed_box);
       if (!failed_box.empty()) {
-        LOG(WARNING) << "Unable to fast forward box at frame " << curr_frame;
+        ABSL_LOG(WARNING) << "Unable to fast forward box at frame "
+                          << curr_frame;
         track_error = true;
         break;
       }

mediapipe/calculators/video/flow_packager_calculator.cc

@@ -17,12 +17,12 @@
 #include <fstream>
 #include <memory>
 
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_format.h"
 #include "absl/strings/string_view.h"
 #include "mediapipe/calculators/video/flow_packager_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/port/integral_types.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/util/tracking/camera_motion.pb.h"
 #include "mediapipe/util/tracking/flow_packager.h"
 #include "mediapipe/util/tracking/region_flow.pb.h"
@@ -227,7 +227,8 @@ absl::Status FlowPackagerCalculator::Close(CalculatorContext* cc) {
 
 void FlowPackagerCalculator::WriteChunk(const TrackingDataChunk& chunk) const {
   if (chunk.item_size() == 0) {
-    LOG(ERROR) << "Write chunk called with empty tracking data."
+    ABSL_LOG(ERROR)
+        << "Write chunk called with empty tracking data."
         << "This can only occur if the spacing between frames "
         << "is larger than the requested chunk size. Try increasing "
         << "the chunk size";
@@ -242,7 +243,7 @@ void FlowPackagerCalculator::WriteChunk(const TrackingDataChunk& chunk) const {
     chunk_file =
         cache_dir_ + "/" + absl::StrFormat(*format_runtime, chunk_idx_);
   } else {
-    LOG(ERROR) << "chache_file_format wrong. fall back to chunk_%04d.";
+    ABSL_LOG(ERROR) << "chache_file_format wrong. fall back to chunk_%04d.";
     chunk_file = cache_dir_ + "/" + absl::StrFormat("chunk_%04d", chunk_idx_);
   }
 
@@ -252,23 +253,23 @@ void FlowPackagerCalculator::WriteChunk(const TrackingDataChunk& chunk) const {
   const char* temp_filename = tempnam(cache_dir_.c_str(), nullptr);
   std::ofstream out_file(temp_filename);
   if (!out_file) {
-    LOG(ERROR) << "Could not open " << temp_filename;
+    ABSL_LOG(ERROR) << "Could not open " << temp_filename;
   } else {
     out_file.write(data.data(), data.size());
   }
 
   if (rename(temp_filename, chunk_file.c_str()) != 0) {
-    LOG(ERROR) << "Failed to rename to " << chunk_file;
+    ABSL_LOG(ERROR) << "Failed to rename to " << chunk_file;
   }
 
-  LOG(INFO) << "Wrote chunk : " << chunk_file;
+  ABSL_LOG(INFO) << "Wrote chunk : " << chunk_file;
 }
 
 void FlowPackagerCalculator::PrepareCurrentForNextChunk(
     TrackingDataChunk* chunk) {
   CHECK(chunk);
   if (chunk->item_size() == 0) {
-    LOG(ERROR) << "Called with empty chunk. Unexpected.";
+    ABSL_LOG(ERROR) << "Called with empty chunk. Unexpected.";
     return;
   }
 

mediapipe/calculators/video/motion_analysis_calculator.cc

@@ -17,6 +17,7 @@
 #include <memory>
 #include <string>
 
+#include "absl/log/absl_log.h"
 #include "absl/strings/numbers.h"
 #include "absl/strings/str_split.h"
 #include "absl/strings/string_view.h"
@@ -348,7 +349,7 @@ absl::Status MotionAnalysisCalculator::Open(CalculatorContext* cc) {
     video_header =
         &(cc->Inputs().Tag(kSelectionTag).Header().Get<VideoHeader>());
   } else {
-    LOG(WARNING) << "No input video header found. Downstream calculators "
+    ABSL_LOG(WARNING) << "No input video header found. Downstream calculators "
                          "expecting video headers are likely to fail.";
   }
 
@@ -357,7 +358,7 @@ absl::Status MotionAnalysisCalculator::Open(CalculatorContext* cc) {
   if (cc->Outputs().HasTag(kSaliencyTag)) {
     with_saliency_ = true;
     if (!options_.analysis_options().compute_motion_saliency()) {
-      LOG(WARNING) << "Enable saliency computation. Set "
+      ABSL_LOG(WARNING) << "Enable saliency computation. Set "
                         << "compute_motion_saliency to true to silence this "
                         << "warning.";
       options_.mutable_analysis_options()->set_compute_motion_saliency(true);
@@ -603,7 +604,7 @@ absl::Status MotionAnalysisCalculator::Close(CalculatorContext* cc) {
   }
   if (csv_file_input_) {
     if (!meta_motions_.empty()) {
-      LOG(ERROR) << "More motions than frames. Unexpected! Remainder: "
+      ABSL_LOG(ERROR) << "More motions than frames. Unexpected! Remainder: "
                       << meta_motions_.size();
     }
   }
@@ -741,7 +742,7 @@ absl::Status MotionAnalysisCalculator::InitOnProcess(
     }
     if (region_options->image_format() != image_format &&
         region_options->image_format() != image_format2) {
-      LOG(WARNING) << "Requested image format in RegionFlowComputation "
+      ABSL_LOG(WARNING) << "Requested image format in RegionFlowComputation "
                         << "does not match video stream format. Overriding.";
       region_options->set_image_format(image_format);
     }
@@ -761,7 +762,7 @@ absl::Status MotionAnalysisCalculator::InitOnProcess(
     frame_width_ = camera_motion.frame_width();
     frame_height_ = camera_motion.frame_height();
   } else {
-    LOG(FATAL) << "Either VIDEO or SELECTION stream need to be specified.";
+    ABSL_LOG(FATAL) << "Either VIDEO or SELECTION stream need to be specified.";
   }
 
   // Filled by CSV file parsing.
@@ -800,7 +801,7 @@ bool MotionAnalysisCalculator::ParseModelCSV(
   for (const auto& value : values) {
     double value_64f;
     if (!absl::SimpleAtod(value, &value_64f)) {
-      LOG(ERROR) << "Not a double, expected!";
+      ABSL_LOG(ERROR) << "Not a double, expected!";
       return false;
     }
 
@@ -818,7 +819,7 @@ bool MotionAnalysisCalculator::HomographiesFromValues(
   // Obvious constants are obvious :D
   constexpr int kHomographyValues = 9;
   if (homog_values.size() % kHomographyValues != 0) {
-    LOG(ERROR) << "Contents not a multiple of " << kHomographyValues;
+    ABSL_LOG(ERROR) << "Contents not a multiple of " << kHomographyValues;
     return false;
   }
 
@@ -830,7 +831,7 @@ bool MotionAnalysisCalculator::HomographiesFromValues(
 
     // Normalize last entry to 1.
     if (h_vals[kHomographyValues - 1] == 0) {
-      LOG(ERROR) << "Degenerate homography, last entry is zero";
+      ABSL_LOG(ERROR) << "Degenerate homography, last entry is zero";
       return false;
     }
 
@@ -844,7 +845,7 @@ bool MotionAnalysisCalculator::HomographiesFromValues(
   }
 
   if (homographies->size() % options_.meta_models_per_frame() != 0) {
-    LOG(ERROR) << "Total homographies not a multiple of specified models "
+    ABSL_LOG(ERROR) << "Total homographies not a multiple of specified models "
                     << "per frame.";
     return false;
   }

mediapipe/calculators/video/opencv_video_decoder_calculator.cc

@@ -14,6 +14,7 @@
 
 #include <stdlib.h>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/formats/image_format.pb.h"
 #include "mediapipe/framework/formats/image_frame.h"
@@ -168,7 +169,8 @@ class OpenCvVideoDecoderCalculator : public CalculatorBase {
             .Tag(kSavedAudioPathTag)
             .Set(MakePacket<std::string>(saved_audio_path));
       } else {
-        LOG(WARNING) << "FFmpeg can't extract audio from " << input_file_path
+        ABSL_LOG(WARNING) << "FFmpeg can't extract audio from "
+                          << input_file_path
                           << " by executing the following command: "
                           << ffmpeg_command;
         cc->OutputSidePackets()
@@ -227,9 +229,9 @@ class OpenCvVideoDecoderCalculator : public CalculatorBase {
       cap_->release();
     }
     if (decoded_frames_ != frame_count_) {
-      LOG(WARNING) << "Not all the frames are decoded (total frames: "
+      ABSL_LOG(WARNING) << "Not all the frames are decoded (total frames: "
-                   << frame_count_ << " vs decoded frames: " << decoded_frames_
+                        << frame_count_
-                   << ").";
+                        << " vs decoded frames: " << decoded_frames_ << ").";
     }
     return absl::OkStatus();
   }

mediapipe/calculators/video/opencv_video_encoder_calculator.cc

@@ -18,6 +18,7 @@
 #include <string>
 #include <vector>
 
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_split.h"
 #include "mediapipe/calculators/video/opencv_video_encoder_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
@@ -187,7 +188,8 @@ absl::Status OpenCvVideoEncoderCalculator::Close(CalculatorContext* cc) {
     const std::string& audio_file_path =
         cc->InputSidePackets().Tag(kAudioFilePathTag).Get<std::string>();
     if (audio_file_path.empty()) {
-      LOG(WARNING) << "OpenCvVideoEncoderCalculator isn't able to attach the "
+      ABSL_LOG(WARNING)
+          << "OpenCvVideoEncoderCalculator isn't able to attach the "
              "audio tracks to the generated video because the audio "
              "file path is not specified.";
     } else {

mediapipe/calculators/video/tracking_graph_test.cc

@@ -19,6 +19,7 @@
 #include <utility>
 #include <vector>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/calculators/video/box_tracker_calculator.pb.h"
 #include "mediapipe/framework/calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
@@ -52,7 +53,7 @@ bool LoadBinaryTestGraph(const std::string& graph_path,
   bool success = config->ParseFromZeroCopyStream(&in_stream);
   ifs.close();
   if (!success) {
-    LOG(ERROR) << "could not parse test graph: " << graph_path;
+    ABSL_LOG(ERROR) << "could not parse test graph: " << graph_path;
   }
   return success;
 }
@@ -620,7 +621,7 @@ TEST_F(TrackingGraphTest, TestTransitionFramesForReacquisition) {
     // Add TRACK_TIME stream queries in between 2 frames.
     if (j > 0) {
       Timestamp track_time = Timestamp((j - 0.5f) * kFrameIntervalUs);
-      LOG(INFO) << track_time.Value();
+      ABSL_LOG(INFO) << track_time.Value();
       Packet track_time_packet = Adopt(new Timestamp).At(track_time);
       MP_EXPECT_OK(
           graph_.AddPacketToInputStream("track_time", track_time_packet));

mediapipe/examples/coral/BUILD

@@ -35,6 +35,7 @@ cc_library(
         "//mediapipe/framework/port:status",
         "@com_google_absl//absl/flags:flag",
         "@com_google_absl//absl/flags:parse",
+        "@com_google_absl//absl/log:absl_log",
     ],
 )
 

mediapipe/examples/coral/demo_run_graph_main.cc

@@ -17,6 +17,7 @@
 
 #include "absl/flags/flag.h"
 #include "absl/flags/parse.h"
+#include "absl/log/absl_log.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/formats/image_frame.h"
 #include "mediapipe/framework/formats/image_frame_opencv.h"
@@ -45,17 +46,17 @@ absl::Status RunMPPGraph() {
   MP_RETURN_IF_ERROR(mediapipe::file::GetContents(
       absl::GetFlag(FLAGS_calculator_graph_config_file),
       &calculator_graph_config_contents));
-  LOG(INFO) << "Get calculator graph config contents: "
+  ABSL_LOG(INFO) << "Get calculator graph config contents: "
                  << calculator_graph_config_contents;
   mediapipe::CalculatorGraphConfig config =
       mediapipe::ParseTextProtoOrDie<mediapipe::CalculatorGraphConfig>(
           calculator_graph_config_contents);
 
-  LOG(INFO) << "Initialize the calculator graph.";
+  ABSL_LOG(INFO) << "Initialize the calculator graph.";
   mediapipe::CalculatorGraph graph;
   MP_RETURN_IF_ERROR(graph.Initialize(config));
 
-  LOG(INFO) << "Initialize the camera or load the video.";
+  ABSL_LOG(INFO) << "Initialize the camera or load the video.";
   cv::VideoCapture capture;
   const bool load_video = !absl::GetFlag(FLAGS_input_video_path).empty();
   if (load_video) {
@@ -68,7 +69,7 @@ absl::Status RunMPPGraph() {
   cv::VideoWriter writer;
   const bool save_video = !absl::GetFlag(FLAGS_output_video_path).empty();
   if (save_video) {
-    LOG(INFO) << "Prepare video writer.";
+    ABSL_LOG(INFO) << "Prepare video writer.";
     cv::Mat test_frame;
     capture.read(test_frame);                    // Consume first frame.
     capture.set(cv::CAP_PROP_POS_AVI_RATIO, 0);  // Rewind to beginning.
@@ -85,12 +86,12 @@ absl::Status RunMPPGraph() {
     capture.set(cv::CAP_PROP_FPS, 30);
   }
 
-  LOG(INFO) << "Start running the calculator graph.";
+  ABSL_LOG(INFO) << "Start running the calculator graph.";
   ASSIGN_OR_RETURN(mediapipe::OutputStreamPoller poller,
                    graph.AddOutputStreamPoller(kOutputStream));
   MP_RETURN_IF_ERROR(graph.StartRun({}));
 
-  LOG(INFO) << "Start grabbing and processing frames.";
+  ABSL_LOG(INFO) << "Start grabbing and processing frames.";
   bool grab_frames = true;
   while (grab_frames) {
     // Capture opencv camera or video frame.
@@ -135,7 +136,7 @@ absl::Status RunMPPGraph() {
     }
   }
 
-  LOG(INFO) << "Shutting down.";
+  ABSL_LOG(INFO) << "Shutting down.";
   if (writer.isOpened()) writer.release();
   MP_RETURN_IF_ERROR(graph.CloseInputStream(kInputStream));
   return graph.WaitUntilDone();
@@ -146,10 +147,10 @@ int main(int argc, char** argv) {
   absl::ParseCommandLine(argc, argv);
   absl::Status run_status = RunMPPGraph();
   if (!run_status.ok()) {
-    LOG(ERROR) << "Failed to run the graph: " << run_status.message();
+    ABSL_LOG(ERROR) << "Failed to run the graph: " << run_status.message();
     return EXIT_FAILURE;
   } else {
-    LOG(INFO) << "Success!";
+    ABSL_LOG(INFO) << "Success!";
   }
   return EXIT_SUCCESS;
 }

mediapipe/examples/desktop/BUILD

@@ -31,6 +31,7 @@ cc_library(
         "//mediapipe/framework/port:statusor",
         "@com_google_absl//absl/flags:flag",
         "@com_google_absl//absl/flags:parse",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
     ],
 )
@@ -51,6 +52,7 @@ cc_library(
         "//mediapipe/util:resource_util",
         "@com_google_absl//absl/flags:flag",
         "@com_google_absl//absl/flags:parse",
+        "@com_google_absl//absl/log:absl_log",
     ],
 )
 
@@ -77,5 +79,6 @@ cc_library(
         "//mediapipe/util:resource_util",
         "@com_google_absl//absl/flags:flag",
         "@com_google_absl//absl/flags:parse",
+        "@com_google_absl//absl/log:absl_log",
     ],
 )

mediapipe/examples/desktop/autoflip/calculators/BUILD

@@ -306,6 +306,7 @@ cc_library(
         "//mediapipe/framework/port:opencv_imgproc",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
     ],
     alwayslink = 1,
 )

mediapipe/examples/desktop/autoflip/calculators/shot_boundary_calculator.cc

@@ -18,6 +18,7 @@
 #include <utility>
 #include <vector>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/examples/desktop/autoflip/calculators/shot_boundary_calculator.pb.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/formats/image_frame.h"
@@ -112,7 +113,7 @@ void ShotBoundaryCalculator::Transmit(mediapipe::CalculatorContext* cc,
     is_shot_change = false;
   }
   if (is_shot_change) {
-    LOG(INFO) << "Shot change at: " << cc->InputTimestamp().Seconds()
+    ABSL_LOG(INFO) << "Shot change at: " << cc->InputTimestamp().Seconds()
                    << " seconds.";
     cc->Outputs()
         .Tag(kShotChangeTag)

mediapipe/examples/desktop/autoflip/quality/BUILD

@@ -53,6 +53,7 @@ cc_library(
         "//mediapipe/examples/desktop/autoflip:autoflip_messages_cc_proto",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
     ],
 )
 
@@ -67,6 +68,7 @@ cc_library(
     hdrs = ["piecewise_linear_function.h"],
     deps = [
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:check",
     ],
 )
 
@@ -192,6 +194,7 @@ cc_library(
         "//mediapipe/framework/port:opencv_imgproc",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
     ],
 )
@@ -234,6 +237,7 @@ cc_test(
         "//mediapipe/framework/port:gtest_main",
         "//mediapipe/framework/port:status",
         "@com_google_absl//absl/flags:flag",
+        "@com_google_absl//absl/log:check",
         "@com_google_absl//absl/strings",
     ],
 )
@@ -327,6 +331,7 @@ cc_library(
         "//mediapipe/framework/port:opencv_imgproc",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
     ],
 )
 

mediapipe/examples/desktop/autoflip/quality/frame_crop_region_computer.cc

@@ -16,6 +16,7 @@
 
 #include <cmath>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/examples/desktop/autoflip/quality/utils.h"
 #include "mediapipe/framework/port/ret_check.h"
 
@@ -137,7 +138,7 @@ void FrameCropRegionComputer::UpdateCropRegionScore(
     const float feature_score, const bool is_required,
     float* crop_region_score) {
   if (feature_score < 0.0) {
-    LOG(WARNING) << "Ignoring negative score";
+    ABSL_LOG(WARNING) << "Ignoring negative score";
     return;
   }
 
@@ -161,7 +162,8 @@ void FrameCropRegionComputer::UpdateCropRegionScore(
       break;
     }
     default: {
-      LOG(WARNING) << "Unknown CropRegionScoreType " << score_aggregation_type;
+      ABSL_LOG(WARNING) << "Unknown CropRegionScoreType "
+                        << score_aggregation_type;
       break;
     }
   }

mediapipe/examples/desktop/autoflip/quality/piecewise_linear_function.cc

@@ -20,6 +20,7 @@
 #include <limits>
 #include <vector>
 
+#include "absl/log/check.h"
 #include "mediapipe/framework/port/status.h"
 
 namespace mediapipe {

mediapipe/examples/desktop/autoflip/quality/scene_camera_motion_analyzer_test.cc

@@ -20,6 +20,7 @@
 #include <vector>
 
 #include "absl/flags/flag.h"
+#include "absl/log/check.h"
 #include "absl/strings/str_split.h"
 #include "mediapipe/examples/desktop/autoflip/autoflip_messages.pb.h"
 #include "mediapipe/examples/desktop/autoflip/quality/focus_point.pb.h"

mediapipe/examples/desktop/autoflip/quality/utils.cc

@@ -19,6 +19,7 @@
 #include <algorithm>
 #include <utility>
 
+#include "absl/log/absl_log.h"
 #include "absl/memory/memory.h"
 #include "mediapipe/examples/desktop/autoflip/quality/math_utils.h"
 #include "mediapipe/framework/port/opencv_imgproc_inc.h"
@@ -121,12 +122,12 @@ absl::Status PackKeyFrameInfo(const int64_t frame_timestamp_ms,
       ScaleRect(original_detection.location(), scale_x, scale_y, &location);
     } else {
       has_valid_location = false;
-      LOG(ERROR) << "Detection missing a bounding box, skipped.";
+      ABSL_LOG(ERROR) << "Detection missing a bounding box, skipped.";
     }
     if (has_valid_location) {
       if (!ClampRect(original_frame_width, original_frame_height, &location)
                .ok()) {
-        LOG(ERROR) << "Invalid detection bounding box, skipped.";
+        ABSL_LOG(ERROR) << "Invalid detection bounding box, skipped.";
         continue;
       }
       auto* detection = processed_detections->add_detections();

mediapipe/examples/desktop/autoflip/quality/visual_scorer.cc

@@ -21,6 +21,7 @@
 #include <memory>
 #include <vector>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/framework/port/opencv_core_inc.h"
 #include "mediapipe/framework/port/opencv_imgproc_inc.h"
 #include "mediapipe/framework/port/ret_check.h"
@@ -106,7 +107,7 @@ absl::Status VisualScorer::CalculateScore(const cv::Mat& image,
 
   *score = (area_score + sharpness_score + colorfulness_score) / weight_sum;
   if (*score > 1.0f || *score < 0.0f) {
-    LOG(WARNING) << "Score of region outside expected range: " << *score;
+    ABSL_LOG(WARNING) << "Score of region outside expected range: " << *score;
   }
   return absl::OkStatus();
 }

mediapipe/examples/desktop/demo_run_graph_main.cc

@@ -17,6 +17,7 @@
 
 #include "absl/flags/flag.h"
 #include "absl/flags/parse.h"
+#include "absl/log/absl_log.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/formats/image_frame.h"
 #include "mediapipe/framework/formats/image_frame_opencv.h"
@@ -46,17 +47,17 @@ absl::Status RunMPPGraph() {
   MP_RETURN_IF_ERROR(mediapipe::file::GetContents(
       absl::GetFlag(FLAGS_calculator_graph_config_file),
       &calculator_graph_config_contents));
-  LOG(INFO) << "Get calculator graph config contents: "
+  ABSL_LOG(INFO) << "Get calculator graph config contents: "
                  << calculator_graph_config_contents;
   mediapipe::CalculatorGraphConfig config =
       mediapipe::ParseTextProtoOrDie<mediapipe::CalculatorGraphConfig>(
           calculator_graph_config_contents);
 
-  LOG(INFO) << "Initialize the calculator graph.";
+  ABSL_LOG(INFO) << "Initialize the calculator graph.";
   mediapipe::CalculatorGraph graph;
   MP_RETURN_IF_ERROR(graph.Initialize(config));
 
-  LOG(INFO) << "Initialize the camera or load the video.";
+  ABSL_LOG(INFO) << "Initialize the camera or load the video.";
   cv::VideoCapture capture;
   const bool load_video = !absl::GetFlag(FLAGS_input_video_path).empty();
   if (load_video) {
@@ -77,12 +78,12 @@ absl::Status RunMPPGraph() {
 #endif
   }
 
-  LOG(INFO) << "Start running the calculator graph.";
+  ABSL_LOG(INFO) << "Start running the calculator graph.";
   ASSIGN_OR_RETURN(mediapipe::OutputStreamPoller poller,
                    graph.AddOutputStreamPoller(kOutputStream));
   MP_RETURN_IF_ERROR(graph.StartRun({}));
 
-  LOG(INFO) << "Start grabbing and processing frames.";
+  ABSL_LOG(INFO) << "Start grabbing and processing frames.";
   bool grab_frames = true;
   while (grab_frames) {
     // Capture opencv camera or video frame.
@@ -90,10 +91,10 @@ absl::Status RunMPPGraph() {
     capture >> camera_frame_raw;
     if (camera_frame_raw.empty()) {
       if (!load_video) {
-        LOG(INFO) << "Ignore empty frames from camera.";
+        ABSL_LOG(INFO) << "Ignore empty frames from camera.";
         continue;
       }
-      LOG(INFO) << "Empty frame, end of video reached.";
+      ABSL_LOG(INFO) << "Empty frame, end of video reached.";
       break;
     }
     cv::Mat camera_frame;
@@ -126,7 +127,7 @@ absl::Status RunMPPGraph() {
     cv::cvtColor(output_frame_mat, output_frame_mat, cv::COLOR_RGB2BGR);
     if (save_video) {
       if (!writer.isOpened()) {
-        LOG(INFO) << "Prepare video writer.";
+        ABSL_LOG(INFO) << "Prepare video writer.";
         writer.open(absl::GetFlag(FLAGS_output_video_path),
                     mediapipe::fourcc('a', 'v', 'c', '1'),  // .mp4
                     capture.get(cv::CAP_PROP_FPS), output_frame_mat.size());
@@ -141,7 +142,7 @@ absl::Status RunMPPGraph() {
     }
   }
 
-  LOG(INFO) << "Shutting down.";
+  ABSL_LOG(INFO) << "Shutting down.";
   if (writer.isOpened()) writer.release();
   MP_RETURN_IF_ERROR(graph.CloseInputStream(kInputStream));
   return graph.WaitUntilDone();
@@ -152,10 +153,10 @@ int main(int argc, char** argv) {
   absl::ParseCommandLine(argc, argv);
   absl::Status run_status = RunMPPGraph();
   if (!run_status.ok()) {
-    LOG(ERROR) << "Failed to run the graph: " << run_status.message();
+    ABSL_LOG(ERROR) << "Failed to run the graph: " << run_status.message();
     return EXIT_FAILURE;
   } else {
-    LOG(INFO) << "Success!";
+    ABSL_LOG(INFO) << "Success!";
   }
   return EXIT_SUCCESS;
 }

mediapipe/examples/desktop/demo_run_graph_main_gpu.cc

@@ -18,6 +18,7 @@
 
 #include "absl/flags/flag.h"
 #include "absl/flags/parse.h"
+#include "absl/log/absl_log.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/formats/image_frame.h"
 #include "mediapipe/framework/formats/image_frame_opencv.h"
@@ -50,23 +51,23 @@ absl::Status RunMPPGraph() {
   MP_RETURN_IF_ERROR(mediapipe::file::GetContents(
       absl::GetFlag(FLAGS_calculator_graph_config_file),
       &calculator_graph_config_contents));
-  LOG(INFO) << "Get calculator graph config contents: "
+  ABSL_LOG(INFO) << "Get calculator graph config contents: "
                  << calculator_graph_config_contents;
   mediapipe::CalculatorGraphConfig config =
       mediapipe::ParseTextProtoOrDie<mediapipe::CalculatorGraphConfig>(
           calculator_graph_config_contents);
 
-  LOG(INFO) << "Initialize the calculator graph.";
+  ABSL_LOG(INFO) << "Initialize the calculator graph.";
   mediapipe::CalculatorGraph graph;
   MP_RETURN_IF_ERROR(graph.Initialize(config));
 
-  LOG(INFO) << "Initialize the GPU.";
+  ABSL_LOG(INFO) << "Initialize the GPU.";
   ASSIGN_OR_RETURN(auto gpu_resources, mediapipe::GpuResources::Create());
   MP_RETURN_IF_ERROR(graph.SetGpuResources(std::move(gpu_resources)));
   mediapipe::GlCalculatorHelper gpu_helper;
   gpu_helper.InitializeForTest(graph.GetGpuResources().get());
 
-  LOG(INFO) << "Initialize the camera or load the video.";
+  ABSL_LOG(INFO) << "Initialize the camera or load the video.";
   cv::VideoCapture capture;
   const bool load_video = !absl::GetFlag(FLAGS_input_video_path).empty();
   if (load_video) {
@@ -87,12 +88,12 @@ absl::Status RunMPPGraph() {
 #endif
   }
 
-  LOG(INFO) << "Start running the calculator graph.";
+  ABSL_LOG(INFO) << "Start running the calculator graph.";
   ASSIGN_OR_RETURN(mediapipe::OutputStreamPoller poller,
                    graph.AddOutputStreamPoller(kOutputStream));
   MP_RETURN_IF_ERROR(graph.StartRun({}));
 
-  LOG(INFO) << "Start grabbing and processing frames.";
+  ABSL_LOG(INFO) << "Start grabbing and processing frames.";
   bool grab_frames = true;
   while (grab_frames) {
     // Capture opencv camera or video frame.
@@ -100,10 +101,10 @@ absl::Status RunMPPGraph() {
     capture >> camera_frame_raw;
     if (camera_frame_raw.empty()) {
       if (!load_video) {
-        LOG(INFO) << "Ignore empty frames from camera.";
+        ABSL_LOG(INFO) << "Ignore empty frames from camera.";
         continue;
       }
-      LOG(INFO) << "Empty frame, end of video reached.";
+      ABSL_LOG(INFO) << "Empty frame, end of video reached.";
       break;
     }
     cv::Mat camera_frame;
@@ -169,7 +170,7 @@ absl::Status RunMPPGraph() {
       cv::cvtColor(output_frame_mat, output_frame_mat, cv::COLOR_RGB2BGR);
     if (save_video) {
       if (!writer.isOpened()) {
-        LOG(INFO) << "Prepare video writer.";
+        ABSL_LOG(INFO) << "Prepare video writer.";
         writer.open(absl::GetFlag(FLAGS_output_video_path),
                     mediapipe::fourcc('a', 'v', 'c', '1'),  // .mp4
                     capture.get(cv::CAP_PROP_FPS), output_frame_mat.size());
@@ -184,7 +185,7 @@ absl::Status RunMPPGraph() {
     }
   }
 
-  LOG(INFO) << "Shutting down.";
+  ABSL_LOG(INFO) << "Shutting down.";
   if (writer.isOpened()) writer.release();
   MP_RETURN_IF_ERROR(graph.CloseInputStream(kInputStream));
   return graph.WaitUntilDone();
@@ -195,10 +196,10 @@ int main(int argc, char** argv) {
   absl::ParseCommandLine(argc, argv);
   absl::Status run_status = RunMPPGraph();
   if (!run_status.ok()) {
-    LOG(ERROR) << "Failed to run the graph: " << run_status.message();
+    ABSL_LOG(ERROR) << "Failed to run the graph: " << run_status.message();
     return EXIT_FAILURE;
   } else {
-    LOG(INFO) << "Success!";
+    ABSL_LOG(INFO) << "Success!";
   }
   return EXIT_SUCCESS;
 }

mediapipe/examples/desktop/hello_world/BUILD

@@ -22,8 +22,8 @@ cc_binary(
     deps = [
         "//mediapipe/calculators/core:pass_through_calculator",
         "//mediapipe/framework:calculator_graph",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:parse_text_proto",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
     ],
 )

mediapipe/examples/desktop/hello_world/hello_world.cc

@@ -14,8 +14,8 @@
 //
 // A simple example to print out "Hello World!" from a MediaPipe graph.
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/framework/calculator_graph.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/parse_text_proto.h"
 #include "mediapipe/framework/port/status.h"
 
@@ -54,7 +54,7 @@ absl::Status PrintHelloWorld() {
   mediapipe::Packet packet;
   // Get the output packets string.
   while (poller.Next(&packet)) {
-    LOG(INFO) << packet.Get<std::string>();
+    ABSL_LOG(INFO) << packet.Get<std::string>();
   }
   return graph.WaitUntilDone();
 }

mediapipe/examples/desktop/iris_tracking/BUILD

@@ -33,6 +33,7 @@ cc_binary(
         "//mediapipe/graphs/iris_tracking:iris_depth_cpu_deps",
         "@com_google_absl//absl/flags:flag",
         "@com_google_absl//absl/flags:parse",
+        "@com_google_absl//absl/log:absl_log",
     ],
 )
 

mediapipe/examples/desktop/iris_tracking/iris_depth_from_image_desktop.cc

@@ -19,6 +19,7 @@
 
 #include "absl/flags/flag.h"
 #include "absl/flags/parse.h"
+#include "absl/log/absl_log.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/formats/image_frame.h"
 #include "mediapipe/framework/formats/image_frame_opencv.h"
@@ -55,11 +56,11 @@ absl::StatusOr<std::string> ReadFileToString(const std::string& file_path) {
 }
 
 absl::Status ProcessImage(std::unique_ptr<mediapipe::CalculatorGraph> graph) {
-  LOG(INFO) << "Load the image.";
+  ABSL_LOG(INFO) << "Load the image.";
   ASSIGN_OR_RETURN(const std::string raw_image,
                    ReadFileToString(absl::GetFlag(FLAGS_input_image_path)));
 
-  LOG(INFO) << "Start running the calculator graph.";
+  ABSL_LOG(INFO) << "Start running the calculator graph.";
   ASSIGN_OR_RETURN(mediapipe::OutputStreamPoller output_image_poller,
                    graph->AddOutputStreamPoller(kOutputImageStream));
   ASSIGN_OR_RETURN(mediapipe::OutputStreamPoller left_iris_depth_poller,
@@ -108,7 +109,7 @@ absl::Status ProcessImage(std::unique_ptr<mediapipe::CalculatorGraph> graph) {
   cv::cvtColor(output_frame_mat, output_frame_mat, cv::COLOR_RGB2BGR);
   const bool save_image = !absl::GetFlag(FLAGS_output_image_path).empty();
   if (save_image) {
-    LOG(INFO) << "Saving image to file...";
+    ABSL_LOG(INFO) << "Saving image to file...";
     cv::imwrite(absl::GetFlag(FLAGS_output_image_path), output_frame_mat);
   } else {
     cv::namedWindow(kWindowName, /*flags=WINDOW_AUTOSIZE*/ 1);
@@ -117,7 +118,7 @@ absl::Status ProcessImage(std::unique_ptr<mediapipe::CalculatorGraph> graph) {
     cv::waitKey(0);
   }
 
-  LOG(INFO) << "Shutting down.";
+  ABSL_LOG(INFO) << "Shutting down.";
   MP_RETURN_IF_ERROR(graph->CloseInputStream(kInputStream));
   return graph->WaitUntilDone();
 }
@@ -126,13 +127,13 @@ absl::Status RunMPPGraph() {
   std::string calculator_graph_config_contents;
   MP_RETURN_IF_ERROR(mediapipe::file::GetContents(
       kCalculatorGraphConfigFile, &calculator_graph_config_contents));
-  LOG(INFO) << "Get calculator graph config contents: "
+  ABSL_LOG(INFO) << "Get calculator graph config contents: "
                  << calculator_graph_config_contents;
   mediapipe::CalculatorGraphConfig config =
       mediapipe::ParseTextProtoOrDie<mediapipe::CalculatorGraphConfig>(
           calculator_graph_config_contents);
 
-  LOG(INFO) << "Initialize the calculator graph.";
+  ABSL_LOG(INFO) << "Initialize the calculator graph.";
   std::unique_ptr<mediapipe::CalculatorGraph> graph =
       absl::make_unique<mediapipe::CalculatorGraph>();
   MP_RETURN_IF_ERROR(graph->Initialize(config));
@@ -152,10 +153,10 @@ int main(int argc, char** argv) {
   absl::ParseCommandLine(argc, argv);
   absl::Status run_status = RunMPPGraph();
   if (!run_status.ok()) {
-    LOG(ERROR) << "Failed to run the graph: " << run_status.message();
+    ABSL_LOG(ERROR) << "Failed to run the graph: " << run_status.message();
     return EXIT_FAILURE;
   } else {
-    LOG(INFO) << "Success!";
+    ABSL_LOG(INFO) << "Success!";
   }
   return EXIT_SUCCESS;
 }

mediapipe/examples/desktop/media_sequence/BUILD

@@ -30,6 +30,7 @@ cc_library(
         "//mediapipe/framework/port:status",
         "@com_google_absl//absl/flags:flag",
         "@com_google_absl//absl/flags:parse",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
     ],
 )

mediapipe/examples/desktop/media_sequence/run_graph_file_io_main.cc

@@ -19,6 +19,7 @@
 
 #include "absl/flags/flag.h"
 #include "absl/flags/parse.h"
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_split.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/port/file_helpers.h"
@@ -43,7 +44,7 @@ absl::Status RunMPPGraph() {
   MP_RETURN_IF_ERROR(mediapipe::file::GetContents(
       absl::GetFlag(FLAGS_calculator_graph_config_file),
       &calculator_graph_config_contents));
-  LOG(INFO) << "Get calculator graph config contents: "
+  ABSL_LOG(INFO) << "Get calculator graph config contents: "
                  << calculator_graph_config_contents;
   mediapipe::CalculatorGraphConfig config =
       mediapipe::ParseTextProtoOrDie<mediapipe::CalculatorGraphConfig>(
@@ -61,12 +62,12 @@ absl::Status RunMPPGraph() {
     input_side_packets[name_and_value[0]] =
         mediapipe::MakePacket<std::string>(input_side_packet_contents);
   }
-  LOG(INFO) << "Initialize the calculator graph.";
+  ABSL_LOG(INFO) << "Initialize the calculator graph.";
   mediapipe::CalculatorGraph graph;
   MP_RETURN_IF_ERROR(graph.Initialize(config, input_side_packets));
-  LOG(INFO) << "Start running the calculator graph.";
+  ABSL_LOG(INFO) << "Start running the calculator graph.";
   MP_RETURN_IF_ERROR(graph.Run());
-  LOG(INFO) << "Gathering output side packets.";
+  ABSL_LOG(INFO) << "Gathering output side packets.";
   kv_pairs = absl::StrSplit(absl::GetFlag(FLAGS_output_side_packets), ',');
   for (const std::string& kv_pair : kv_pairs) {
     std::vector<std::string> name_and_value = absl::StrSplit(kv_pair, '=');
@@ -88,10 +89,10 @@ int main(int argc, char** argv) {
   absl::ParseCommandLine(argc, argv);
   absl::Status run_status = RunMPPGraph();
   if (!run_status.ok()) {
-    LOG(ERROR) << "Failed to run the graph: " << run_status.message();
+    ABSL_LOG(ERROR) << "Failed to run the graph: " << run_status.message();
     return EXIT_FAILURE;
   } else {
-    LOG(INFO) << "Success!";
+    ABSL_LOG(INFO) << "Success!";
   }
   return EXIT_SUCCESS;
 }

mediapipe/examples/desktop/simple_run_graph_main.cc

@@ -22,6 +22,7 @@
 
 #include "absl/flags/flag.h"
 #include "absl/flags/parse.h"
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_cat.h"
 #include "absl/strings/str_split.h"
 #include "absl/strings/string_view.h"
@@ -102,7 +103,7 @@ absl::Status RunMPPGraph() {
   MP_RETURN_IF_ERROR(mediapipe::file::GetContents(
       absl::GetFlag(FLAGS_calculator_graph_config_file),
       &calculator_graph_config_contents));
-  LOG(INFO) << "Get calculator graph config contents: "
+  ABSL_LOG(INFO) << "Get calculator graph config contents: "
                  << calculator_graph_config_contents;
   mediapipe::CalculatorGraphConfig config =
       mediapipe::ParseTextProtoOrDie<mediapipe::CalculatorGraphConfig>(
@@ -119,14 +120,14 @@ absl::Status RunMPPGraph() {
           mediapipe::MakePacket<std::string>(name_and_value[1]);
     }
   }
-  LOG(INFO) << "Initialize the calculator graph.";
+  ABSL_LOG(INFO) << "Initialize the calculator graph.";
   mediapipe::CalculatorGraph graph;
   MP_RETURN_IF_ERROR(graph.Initialize(config, input_side_packets));
   if (!absl::GetFlag(FLAGS_output_stream).empty() &&
       !absl::GetFlag(FLAGS_output_stream_file).empty()) {
     ASSIGN_OR_RETURN(auto poller, graph.AddOutputStreamPoller(
                                       absl::GetFlag(FLAGS_output_stream)));
-    LOG(INFO) << "Start running the calculator graph.";
+    ABSL_LOG(INFO) << "Start running the calculator graph.";
     MP_RETURN_IF_ERROR(graph.StartRun({}));
     MP_RETURN_IF_ERROR(OutputStreamToLocalFile(poller));
   } else {
@@ -134,7 +135,7 @@ absl::Status RunMPPGraph() {
               absl::GetFlag(FLAGS_output_stream_file).empty())
         << "--output_stream and --output_stream_file should be specified in "
            "pair.";
-    LOG(INFO) << "Start running the calculator graph.";
+    ABSL_LOG(INFO) << "Start running the calculator graph.";
     MP_RETURN_IF_ERROR(graph.StartRun({}));
   }
   MP_RETURN_IF_ERROR(graph.WaitUntilDone());
@@ -146,10 +147,10 @@ int main(int argc, char** argv) {
   absl::ParseCommandLine(argc, argv);
   absl::Status run_status = RunMPPGraph();
   if (!run_status.ok()) {
-    LOG(ERROR) << "Failed to run the graph: " << run_status.message();
+    ABSL_LOG(ERROR) << "Failed to run the graph: " << run_status.message();
     return EXIT_FAILURE;
   } else {
-    LOG(INFO) << "Success!";
+    ABSL_LOG(INFO) << "Success!";
   }
   return EXIT_SUCCESS;
 }

mediapipe/examples/desktop/youtube8m/BUILD

@@ -22,6 +22,7 @@ cc_binary(
     deps = [
         "@com_google_absl//absl/flags:flag",
         "@com_google_absl//absl/flags:parse",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
         "//mediapipe/framework:calculator_framework",
         "//mediapipe/framework/formats:matrix",

mediapipe/examples/desktop/youtube8m/extract_yt8m_features.cc

@@ -19,6 +19,7 @@
 
 #include "absl/flags/flag.h"
 #include "absl/flags/parse.h"
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_split.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/formats/matrix.h"
@@ -44,7 +45,7 @@ absl::Status RunMPPGraph() {
   MP_RETURN_IF_ERROR(mediapipe::file::GetContents(
       absl::GetFlag(FLAGS_calculator_graph_config_file),
       &calculator_graph_config_contents));
-  LOG(INFO) << "Get calculator graph config contents: "
+  ABSL_LOG(INFO) << "Get calculator graph config contents: "
                  << calculator_graph_config_contents;
   mediapipe::CalculatorGraphConfig config =
       mediapipe::ParseTextProtoOrDie<mediapipe::CalculatorGraphConfig>(
@@ -102,12 +103,12 @@ absl::Status RunMPPGraph() {
   input_side_packets["vggish_pca_projection_matrix"] =
       mediapipe::MakePacket<mediapipe::Matrix>(vggish_pca_projection_matrix);
 
-  LOG(INFO) << "Initialize the calculator graph.";
+  ABSL_LOG(INFO) << "Initialize the calculator graph.";
   mediapipe::CalculatorGraph graph;
   MP_RETURN_IF_ERROR(graph.Initialize(config, input_side_packets));
-  LOG(INFO) << "Start running the calculator graph.";
+  ABSL_LOG(INFO) << "Start running the calculator graph.";
   MP_RETURN_IF_ERROR(graph.Run());
-  LOG(INFO) << "Gathering output side packets.";
+  ABSL_LOG(INFO) << "Gathering output side packets.";
   kv_pairs = absl::StrSplit(absl::GetFlag(FLAGS_output_side_packets), ',');
   for (const std::string& kv_pair : kv_pairs) {
     std::vector<std::string> name_and_value = absl::StrSplit(kv_pair, '=');
@@ -129,10 +130,10 @@ int main(int argc, char** argv) {
   absl::ParseCommandLine(argc, argv);
   absl::Status run_status = RunMPPGraph();
   if (!run_status.ok()) {
-    LOG(ERROR) << "Failed to run the graph: " << run_status.message();
+    ABSL_LOG(ERROR) << "Failed to run the graph: " << run_status.message();
     return EXIT_FAILURE;
   } else {
-    LOG(INFO) << "Success!";
+    ABSL_LOG(INFO) << "Success!";
   }
   return EXIT_SUCCESS;
 }

mediapipe/framework/BUILD

@@ -360,7 +360,7 @@ cc_library(
         "@com_google_absl//absl/base:core_headers",
         "@com_google_absl//absl/container:flat_hash_map",
         "@com_google_absl//absl/container:flat_hash_set",
-        "@com_google_absl//absl/log",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
         "@com_google_absl//absl/status",
         "@com_google_absl//absl/status:statusor",
@@ -432,6 +432,7 @@ cc_library(
         "//mediapipe/framework/tool:tag_map",
         "//mediapipe/framework/tool:validate_name",
         "@com_google_absl//absl/base:core_headers",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
         "@com_google_absl//absl/status",
         "@com_google_absl//absl/strings",
@@ -458,11 +459,11 @@ cc_library(
     visibility = ["//visibility:public"],
     deps = [
         ":calculator_framework",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
         "//mediapipe/framework/tool:sink",
         "@com_google_absl//absl/base:core_headers",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
         "@com_google_absl//absl/strings",
     ],
@@ -505,11 +506,11 @@ cc_library(
     deps = [
         ":collection_item_id",
         ":type_map",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/tool:tag_map",
         "//mediapipe/framework/tool:tag_map_helper",
         "//mediapipe/framework/tool:validate_name",
         "@com_google_absl//absl/base:core_headers",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
         "@com_google_absl//absl/strings",
     ],
@@ -543,6 +544,7 @@ cc_library(
         "//mediapipe/framework/port:integral_types",
         "//mediapipe/framework/port:map_util",
         "@com_google_absl//absl/base:core_headers",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
         "@com_google_absl//absl/synchronization",
         "@com_google_absl//absl/time",
@@ -613,10 +615,10 @@ cc_library(
         ":packet_set",
         ":packet_type",
         ":timestamp",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
         "@com_google_absl//absl/base:core_headers",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
         "@com_google_absl//absl/synchronization",
     ],
@@ -871,6 +873,7 @@ cc_library(
         "//mediapipe/framework/port:statusor",
         "//mediapipe/framework/tool:type_util",
         "@com_google_absl//absl/base:core_headers",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
         "@com_google_absl//absl/strings",
         "@com_google_absl//absl/synchronization",
@@ -951,6 +954,7 @@ cc_library(
         "//mediapipe/framework/tool:type_util",
         "//mediapipe/framework/tool:validate_name",
         "@com_google_absl//absl/base:core_headers",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/status",
         "@com_google_absl//absl/strings",
         "@com_google_absl//absl/types:span",
@@ -1136,6 +1140,7 @@ cc_library(
         "//mediapipe/framework/port:integral_types",
         "//mediapipe/framework/port:logging",
         "@com_google_absl//absl/base:core_headers",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
     ],
 )
@@ -1156,6 +1161,8 @@ cc_library(
         "//mediapipe/framework/tool:status_util",
         "//mediapipe/framework/tool:type_util",
         "@com_google_absl//absl/base:core_headers",
+        "@com_google_absl//absl/log:absl_log",
+        "@com_google_absl//absl/log:check",
         "@com_google_absl//absl/synchronization",
     ],
     alwayslink = 1,
@@ -1209,6 +1216,7 @@ cc_library(
         "//mediapipe/framework/tool:validate",
         "//mediapipe/framework/tool:validate_name",
         "@com_google_absl//absl/container:flat_hash_set",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
         "@com_google_absl//absl/strings",
         "@com_google_protobuf//:protobuf",
@@ -1293,10 +1301,10 @@ cc_test(
         ":calculator_node",
         "//mediapipe/calculators/core:pass_through_calculator",
         "//mediapipe/framework/port:gtest_main",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:parse_text_proto",
         "//mediapipe/framework/port:status",
         "//mediapipe/framework/tool:source",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
     ],
 )
@@ -1390,8 +1398,8 @@ cc_test(
         ":packet_type",
         ":timestamp",
         "//mediapipe/framework/port:gtest_main",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
     ],
 )
@@ -1453,7 +1461,6 @@ cc_test(
         "//mediapipe/calculators/core:mux_calculator",
         "//mediapipe/calculators/core:pass_through_calculator",
         "//mediapipe/framework/port:gtest_main",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:parse_text_proto",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
@@ -1468,6 +1475,7 @@ cc_test(
         "//mediapipe/framework/tool:status_util",
         "//mediapipe/gpu:gpu_service",
         "@com_google_absl//absl/container:fixed_array",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
         "@com_google_absl//absl/status",
         "@com_google_absl//absl/strings",
@@ -1524,11 +1532,11 @@ cc_test(
         "//mediapipe/calculators/core:mux_calculator",
         "//mediapipe/calculators/core:pass_through_calculator",
         "//mediapipe/framework/port:gtest_main",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:parse_text_proto",
         "//mediapipe/framework/port:ret_check",
         "//mediapipe/framework/port:status",
         "//mediapipe/framework/tool:sink",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/time",
     ],
 )

mediapipe/framework/api2/BUILD

@@ -114,6 +114,7 @@ cc_test(
         "//mediapipe/framework/port:gtest_main",
         "//mediapipe/framework/port:parse_text_proto",
         "//mediapipe/framework/port:status",
+        "@com_google_absl//absl/log:absl_log",
     ],
 )
 

mediapipe/framework/api2/node_test.cc

@@ -3,6 +3,7 @@
 #include <tuple>
 #include <utility>
 
+#include "absl/log/absl_log.h"
 #include "mediapipe/framework/api2/packet.h"
 #include "mediapipe/framework/api2/port.h"
 #include "mediapipe/framework/api2/test_contracts.h"
@@ -570,7 +571,7 @@ struct LogSinkNode : public Node {
   MEDIAPIPE_NODE_CONTRACT(kIn);
 
   absl::Status Process(CalculatorContext* cc) override {
-    LOG(INFO) << "LogSinkNode received: " << kIn(cc).Get();
+    ABSL_LOG(INFO) << "LogSinkNode received: " << kIn(cc).Get();
     return {};
   }
 };

mediapipe/framework/calculator_graph.cc

@@ -26,7 +26,7 @@
 #include <vector>
 
 #include "absl/container/flat_hash_set.h"
-#include "absl/log/log.h"
+#include "absl/log/absl_log.h"
 #include "absl/memory/memory.h"
 #include "absl/status/status.h"
 #include "absl/strings/str_cat.h"
@@ -147,7 +147,7 @@ CalculatorGraph::~CalculatorGraph() {
   // Stop periodic profiler output to unblock Executor destructors.
   absl::Status status = profiler()->Stop();
   if (!status.ok()) {
-    LOG(ERROR) << "During graph destruction: " << status;
+    ABSL_LOG(ERROR) << "During graph destruction: " << status;
   }
 }
 
@@ -600,7 +600,7 @@ absl::Status CalculatorGraph::MaybeSetUpGpuServiceFromLegacySidePacket(
   if (legacy_sp.IsEmpty()) return absl::OkStatus();
   auto gpu_resources = service_manager_.GetServiceObject(kGpuService);
   if (gpu_resources) {
-    LOG(WARNING)
+    ABSL_LOG(WARNING)
         << "::mediapipe::GpuSharedData provided as a side packet while the "
         << "graph already had one; ignoring side packet";
     return absl::OkStatus();
@@ -728,7 +728,7 @@ absl::Status CalculatorGraph::PrepareForRun(
   absl::Status error_status;
   if (has_error_) {
     GetCombinedErrors(&error_status);
-    LOG(ERROR) << error_status.ToString(kStatusLogFlags);
+    ABSL_LOG(ERROR) << error_status.ToString(kStatusLogFlags);
     return error_status;
   }
 
@@ -807,7 +807,7 @@ absl::Status CalculatorGraph::PrepareForRun(
   }
 
   if (GetCombinedErrors(&error_status)) {
-    LOG(ERROR) << error_status.ToString(kStatusLogFlags);
+    ABSL_LOG(ERROR) << error_status.ToString(kStatusLogFlags);
     CleanupAfterRun(&error_status);
     return error_status;
   }
@@ -861,7 +861,7 @@ absl::Status CalculatorGraph::PrepareForRun(
 
 absl::Status CalculatorGraph::WaitUntilIdle() {
   if (has_sources_) {
-    LOG_FIRST_N(WARNING, 1)
+    ABSL_LOG_FIRST_N(WARNING, 1)
         << "WaitUntilIdle called on a graph with source nodes, which "
            "is not fully supported at the moment. Source nodes: "
         << ListSourceNodes();
@@ -871,7 +871,7 @@ absl::Status CalculatorGraph::WaitUntilIdle() {
   VLOG(2) << "Scheduler idle.";
   absl::Status status = absl::OkStatus();
   if (GetCombinedErrors(&status)) {
-    LOG(ERROR) << status.ToString(kStatusLogFlags);
+    ABSL_LOG(ERROR) << status.ToString(kStatusLogFlags);
   }
   return status;
 }
@@ -1064,9 +1064,10 @@ void CalculatorGraph::RecordError(const absl::Status& error) {
     }
     if (errors_.size() > kMaxNumAccumulatedErrors) {
       for (const absl::Status& error : errors_) {
-        LOG(ERROR) << error;
+        ABSL_LOG(ERROR) << error;
       }
-      LOG(FATAL) << "Forcefully aborting to prevent the framework running out "
+      ABSL_LOG(FATAL)
+          << "Forcefully aborting to prevent the framework running out "
              "of memory.";
     }
   }
@@ -1264,7 +1265,7 @@ bool CalculatorGraph::UnthrottleSources() {
     }
     int new_size = stream->QueueSize() + 1;
     stream->SetMaxQueueSize(new_size);
-    LOG_EVERY_N(WARNING, 100) << absl::StrCat(
+    ABSL_LOG_EVERY_N(WARNING, 100) << absl::StrCat(
         "Resolved a deadlock by increasing max_queue_size of input stream: \"",
         stream->Name(), "\" of a node \"", GetParentNodeDebugName(stream),
         "\" to ", new_size,
@@ -1436,7 +1437,8 @@ void PrintTimingToInfo(const std::string& label, int64_t timer_value) {
   const int64_t minutes = (total_seconds / 60ll) % 60ll;
   const int64_t seconds = total_seconds % 60ll;
   const int64_t milliseconds = (timer_value / 1000ll) % 1000ll;
-  LOG(INFO) << label << " took "
+  ABSL_LOG(INFO)
+      << label << " took "
       << absl::StrFormat(
              "%02lld days, %02lld:%02lld:%02lld.%03lld (total seconds: "
              "%lld.%06lld)",

mediapipe/framework/calculator_graph_side_packet_test.cc

@@ -17,6 +17,7 @@
 #include <string>
 #include <vector>
 
+#include "absl/log/absl_log.h"
 #include "absl/time/clock.h"
 #include "absl/time/time.h"
 #include "mediapipe/framework/calculator.pb.h"
@@ -24,7 +25,6 @@
 #include "mediapipe/framework/port/canonical_errors.h"
 #include "mediapipe/framework/port/gmock.h"
 #include "mediapipe/framework/port/gtest.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/parse_text_proto.h"
 #include "mediapipe/framework/port/ret_check.h"
 #include "mediapipe/framework/port/status.h"
@@ -128,7 +128,7 @@ class IntegerOutputSidePacketCalculator : public CalculatorBase {
   }
 
   absl::Status Process(CalculatorContext* cc) final {
-    LOG(FATAL) << "Not reached.";
+    ABSL_LOG(FATAL) << "Not reached.";
     return absl::OkStatus();
   }
 };
@@ -153,7 +153,7 @@ class SidePacketAdderCalculator : public CalculatorBase {
   }
 
   absl::Status Process(CalculatorContext* cc) final {
-    LOG(FATAL) << "Not reached.";
+    ABSL_LOG(FATAL) << "Not reached.";
     return absl::OkStatus();
   }
 };
@@ -778,7 +778,7 @@ class OutputSidePacketCachedCalculator : public CalculatorBase {
   }
 
   absl::Status Process(CalculatorContext* cc) final {
-    LOG(FATAL) << "Not reached.";
+    ABSL_LOG(FATAL) << "Not reached.";
     return absl::OkStatus();
   }
 };

mediapipe/framework/calculator_graph_test.cc

@@ -29,6 +29,7 @@
 #include <vector>
 
 #include "absl/container/fixed_array.h"
+#include "absl/log/absl_log.h"
 #include "absl/memory/memory.h"
 #include "absl/status/status.h"
 #include "absl/strings/escaping.h"
@@ -51,7 +52,6 @@
 #include "mediapipe/framework/port/canonical_errors.h"
 #include "mediapipe/framework/port/gmock.h"
 #include "mediapipe/framework/port/gtest.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/parse_text_proto.h"
 #include "mediapipe/framework/port/ret_check.h"
 #include "mediapipe/framework/port/status.h"
@@ -1410,7 +1410,7 @@ void RunComprehensiveTest(CalculatorGraph* graph,
   // Call graph->Run() several times, to make sure that the appropriate
   // cleanup happens between iterations.
   for (int iteration = 0; iteration < 2; ++iteration) {
-    LOG(INFO) << "Loop iteration " << iteration;
+    ABSL_LOG(INFO) << "Loop iteration " << iteration;
     dumped_final_sum_packet = Packet();
     dumped_final_stddev_packet = Packet();
     dumped_final_packet = Packet();
@@ -1452,7 +1452,7 @@ void RunComprehensiveTest(CalculatorGraph* graph,
                                        ->GetCounter("copy_range5-PassThrough")
                                        ->Get());
   }
-  LOG(INFO) << "After Loop Runs.";
+  ABSL_LOG(INFO) << "After Loop Runs.";
   // Verify that the graph can still run (but not successfully) when
   // one of the nodes is caused to fail.
   extra_side_packets.clear();
@@ -1463,9 +1463,9 @@ void RunComprehensiveTest(CalculatorGraph* graph,
   dumped_final_sum_packet = Packet();
   dumped_final_stddev_packet = Packet();
   dumped_final_packet = Packet();
-  LOG(INFO) << "Expect an error to be logged here.";
+  ABSL_LOG(INFO) << "Expect an error to be logged here.";
   ASSERT_FALSE(graph->Run(extra_side_packets).ok());
-  LOG(INFO) << "Error should have been logged.";
+  ABSL_LOG(INFO) << "Error should have been logged.";
 }
 
 TEST(CalculatorGraph, BadInitialization) {

mediapipe/framework/calculator_node.cc

@@ -19,6 +19,7 @@
 #include <unordered_map>
 #include <utility>
 
+#include "absl/log/absl_log.h"
 #include "absl/memory/memory.h"
 #include "absl/status/status.h"
 #include "absl/strings/str_cat.h"
@@ -506,7 +507,7 @@ absl::Status CalculatorNode::OpenNode() {
                                                             Timestamp(0));
   }
 
-  LOG_IF(FATAL, result == tool::StatusStop()) << absl::Substitute(
+  ABSL_LOG_IF(FATAL, result == tool::StatusStop()) << absl::Substitute(
       "Open() on node \"$0\" returned tool::StatusStop() which should only be "
       "used to signal that a source node is done producing data.",
       DebugName());
@@ -519,7 +520,7 @@ absl::Status CalculatorNode::OpenNode() {
     offset_enabled = offset_enabled || stream->Spec()->offset_enabled;
   }
   if (offset_enabled && input_stream_handler_->SyncSetCount() > 1) {
-    LOG(WARNING) << absl::Substitute(
+    ABSL_LOG(WARNING) << absl::Substitute(
         "Calculator node \"$0\" is configured with multiple input sync-sets "
         "and an output timestamp-offset, which will often conflict due to "
         "the order of packet arrival.  With multiple input sync-sets, use "
@@ -601,7 +602,7 @@ absl::Status CalculatorNode::CloseNode(const absl::Status& graph_status,
   }
   needs_to_close_ = false;
 
-  LOG_IF(FATAL, result == tool::StatusStop()) << absl::Substitute(
+  ABSL_LOG_IF(FATAL, result == tool::StatusStop()) << absl::Substitute(
       "Close() on node \"$0\" returned tool::StatusStop() which should only be "
       "used to signal that a source node is done producing data.",
       DebugName());

mediapipe/framework/calculator_node_test.cc

@@ -18,11 +18,11 @@
 
 #include <memory>
 
+#include "absl/log/absl_log.h"
 #include "absl/memory/memory.h"
 #include "mediapipe/framework/calculator_framework.h"
 #include "mediapipe/framework/port/gmock.h"
 #include "mediapipe/framework/port/gtest.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/parse_text_proto.h"
 #include "mediapipe/framework/port/status.h"
 #include "mediapipe/framework/port/status_macros.h"
@@ -95,7 +95,8 @@ int CountCalculator::num_destroyed_ = 0;
 void SourceNodeOpenedNoOp() {}
 
 void CheckFail(const absl::Status& status) {
-  LOG(FATAL) << "The test triggered the error callback with status: " << status;
+  ABSL_LOG(FATAL) << "The test triggered the error callback with status: "
+                  << status;
 }
 
 class CalculatorNodeTest : public ::testing::Test {

mediapipe/framework/calculator_runner.cc

@@ -16,10 +16,10 @@
 
 #include "mediapipe/framework/calculator_runner.h"
 
+#include "absl/log/absl_log.h"
 #include "absl/memory/memory.h"
 #include "absl/strings/str_cat.h"
 #include "mediapipe/framework/calculator_framework.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/ret_check.h"
 #include "mediapipe/framework/port/status.h"
 
@@ -262,14 +262,16 @@ absl::Status CalculatorRunner::BuildGraph() {
 
   if (log_calculator_proto_) {
 #if defined(MEDIAPIPE_PROTO_LITE)
-    LOG(INFO) << "Please initialize CalculatorRunner using the recommended "
+    ABSL_LOG(INFO)
+        << "Please initialize CalculatorRunner using the recommended "
            "constructor:\n    CalculatorRunner runner(node_config);";
 #else
     std::string config_string;
     proto_ns::TextFormat::Printer printer;
     printer.SetInitialIndentLevel(4);
     printer.PrintToString(node_config_, &config_string);
-    LOG(INFO) << "Please initialize CalculatorRunner using the recommended "
+    ABSL_LOG(INFO)
+        << "Please initialize CalculatorRunner using the recommended "
            "constructor:\n    CalculatorRunner runner(R\"(\n"
         << config_string << "\n    )\");";
 #endif

mediapipe/framework/calculator_runner_test.cc

@@ -16,6 +16,7 @@
 
 #include "mediapipe/framework/calculator_runner.h"
 
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_cat.h"
 #include "mediapipe/framework/calculator_base.h"
 #include "mediapipe/framework/calculator_registry.h"
@@ -24,7 +25,6 @@
 #include "mediapipe/framework/packet_type.h"
 #include "mediapipe/framework/port/gmock.h"
 #include "mediapipe/framework/port/gtest.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/status.h"
 #include "mediapipe/framework/port/status_matchers.h"
 #include "mediapipe/framework/timestamp.h"
@@ -136,7 +136,7 @@ TEST(CalculatorRunner, RunsCalculator) {
   // Run CalculatorRunner::Run() several times, with different inputs. This
   // tests that a CalculatorRunner instance can be reused.
   for (int iter = 0; iter < 3; ++iter) {
-    LOG(INFO) << "iter: " << iter;
+    ABSL_LOG(INFO) << "iter: " << iter;
     const int length = iter;
     // Generate the inputs at timestamps 0 ... length-1, at timestamp t having
     // values t and t*2 for the two streams, respectively.

mediapipe/framework/collection.h

@@ -24,11 +24,11 @@
 #include <vector>
 
 #include "absl/base/macros.h"
+#include "absl/log/absl_log.h"
 #include "absl/memory/memory.h"
 #include "absl/strings/str_cat.h"
 #include "absl/strings/string_view.h"
 #include "mediapipe/framework/collection_item_id.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/tool/tag_map.h"
 #include "mediapipe/framework/tool/tag_map_helper.h"
 #include "mediapipe/framework/tool/validate_name.h"
@@ -52,7 +52,7 @@ struct CollectionErrorHandlerFatal {
   // get away with only one version of this function (which is const
   // but returns a non-const reference).
   T& GetFallback(const absl::string_view tag, int index) const {
-    LOG(FATAL) << "Failed to get tag \"" << tag << "\" index " << index;
+    ABSL_LOG(FATAL) << "Failed to get tag \"" << tag << "\" index " << index;
     std::abort();
   }
 };
@@ -365,7 +365,7 @@ class Collection {
   std::unique_ptr<stored_type[]> data_;
 
   // A class which allows errors to be reported flexibly.  The default
-  // instantiation performs a LOG(FATAL) and does not have any member
+  // instantiation performs a ABSL_LOG(FATAL) and does not have any member
   // variables (zero size).
   ErrorHandler error_handler_;
 };

mediapipe/framework/counter_factory.cc

@@ -16,6 +16,7 @@
 
 #include <vector>
 
+#include "absl/log/absl_log.h"
 #include "absl/strings/string_view.h"
 #include "absl/synchronization/mutex.h"
 
@@ -59,9 +60,9 @@ void CounterSet::PublishCounters() ABSL_LOCKS_EXCLUDED(mu_) {}
 
 void CounterSet::PrintCounters() ABSL_LOCKS_EXCLUDED(mu_) {
   absl::ReaderMutexLock lock(&mu_);
-  LOG_IF(INFO, !counters_.empty()) << "MediaPipe Counters:";
+  ABSL_LOG_IF(INFO, !counters_.empty()) << "MediaPipe Counters:";
   for (const auto& counter : counters_) {
-    LOG(INFO) << counter.first << ": " << counter.second->Get();
+    ABSL_LOG(INFO) << counter.first << ": " << counter.second->Get();
   }
 }
 

mediapipe/framework/deps/BUILD

@@ -77,8 +77,9 @@ cc_library(
     ],
     visibility = ["//visibility:public"],
     deps = [
-        "//mediapipe/framework/port:logging",
         "@com_google_absl//absl/base:core_headers",
+        "@com_google_absl//absl/log:absl_log",
+        "@com_google_absl//absl/log:check",
         "@com_google_absl//absl/synchronization",
         "@com_google_absl//absl/time",
     ],
@@ -130,8 +131,9 @@ cc_library(
     deps = [
         "//mediapipe/framework/port",
         "//mediapipe/framework/port:integral_types",
-        "//mediapipe/framework/port:logging",
         "@com_google_absl//absl/base:core_headers",
+        "@com_google_absl//absl/log:absl_log",
+        "@com_google_absl//absl/log:check",
     ],
 )
 
@@ -228,12 +230,13 @@ cc_library(
     ],
     deps = [
         ":registration_token",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:status",
         "//mediapipe/framework/port:statusor",
         "@com_google_absl//absl/base:core_headers",
         "@com_google_absl//absl/container:flat_hash_map",
         "@com_google_absl//absl/container:flat_hash_set",
+        "@com_google_absl//absl/log:absl_log",
+        "@com_google_absl//absl/log:check",
         "@com_google_absl//absl/meta:type_traits",
         "@com_google_absl//absl/strings",
         "@com_google_absl//absl/synchronization",
@@ -276,8 +279,8 @@ cc_library(
     visibility = ["//mediapipe/framework/port:__pkg__"],
     deps = [
         ":source_location",
-        "//mediapipe/framework/port:logging",
         "@com_google_absl//absl/base:core_headers",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
         "@com_google_absl//absl/status",
         "@com_google_absl//absl/strings",
@@ -344,6 +347,7 @@ cc_library(
     deps = [
         ":thread_options",
         "//mediapipe/framework/port:logging",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/strings",
         "@com_google_absl//absl/synchronization",
     ],
@@ -358,6 +362,7 @@ cc_library(
     visibility = ["//mediapipe/framework/port:__pkg__"],
     deps = [
         "//mediapipe/framework/port:logging",
+        "@com_google_absl//absl/log:absl_log",
     ],
 )
 
@@ -415,10 +420,10 @@ cc_test(
         ":clock",
         "//mediapipe/framework/port:gtest_main",
         "//mediapipe/framework/port:integral_types",
-        "//mediapipe/framework/port:logging",
         "//mediapipe/framework/port:threadpool",
         "//mediapipe/framework/tool:simulation_clock",
         "@com_google_absl//absl/base:core_headers",
+        "@com_google_absl//absl/log:absl_log",
         "@com_google_absl//absl/memory",
         "@com_google_absl//absl/synchronization",
         "@com_google_absl//absl/time",

mediapipe/framework/deps/cleanup.h

@@ -26,7 +26,7 @@
 //     DataObject d;
 //     while (ReadDataObject(fp, &d)) {
 //       if (d.IsBad()) {
-//         LOG(ERROR) << "Bad Data";
+//         ABSL_LOG(ERROR) << "Bad Data";
 //         return;
 //       }
 //       PushGoodData(d);

mediapipe/framework/deps/clock.cc

@@ -14,8 +14,8 @@
 
 #include "mediapipe/framework/deps/clock.h"
 
+#include "absl/log/absl_log.h"
 #include "absl/time/clock.h"
-#include "mediapipe/framework/port/logging.h"
 
 namespace mediapipe {
 
@@ -28,7 +28,7 @@ namespace {
 class RealTimeClock : public Clock {
  public:
   virtual ~RealTimeClock() {
-    LOG(FATAL) << "RealTimeClock should never be destroyed";
+    ABSL_LOG(FATAL) << "RealTimeClock should never be destroyed";
   }
 
   absl::Time TimeNow() override { return absl::Now(); }

mediapipe/framework/deps/monotonic_clock.cc

@@ -16,9 +16,10 @@
 
 #include "absl/base/macros.h"
 #include "absl/base/thread_annotations.h"
+#include "absl/log/absl_log.h"
+#include "absl/log/check.h"
 #include "absl/synchronization/mutex.h"
 #include "absl/time/time.h"
-#include "mediapipe/framework/port/logging.h"
 
 namespace mediapipe {
 
@@ -205,7 +206,7 @@ MonotonicClock* MonotonicClock::CreateSynchronizedMonotonicClock() {
 
 // Test access methods.
 void MonotonicClockAccess::SynchronizedMonotonicClockReset() {
-  LOG(INFO) << "Resetting SynchronizedMonotonicClock";
+  ABSL_LOG(INFO) << "Resetting SynchronizedMonotonicClock";
   State* sync_state = GlobalSyncState();
   absl::MutexLock m(&sync_state->lock);
   sync_state->max_time = absl::UnixEpoch();

mediapipe/framework/deps/monotonic_clock_test.cc

@@ -21,13 +21,13 @@
 #include <vector>
 
 #include "absl/base/thread_annotations.h"
+#include "absl/log/absl_log.h"
 #include "absl/memory/memory.h"
 #include "absl/synchronization/mutex.h"
 #include "absl/time/clock.h"
 #include "absl/time/time.h"
 #include "mediapipe/framework/port/gtest.h"
 #include "mediapipe/framework/port/integral_types.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/threadpool.h"
 #include "mediapipe/framework/tool/simulation_clock.h"
 
@@ -254,7 +254,7 @@ TEST_F(MonotonicClockTest, RealTime) {
   // Just out of curiousity -- did real clock go backwards?
   int clock_num_corrections;
   mono_clock->GetCorrectionMetrics(&clock_num_corrections, NULL);
-  LOG(INFO) << clock_num_corrections << " corrections in " << num_calls
+  ABSL_LOG(INFO) << clock_num_corrections << " corrections in " << num_calls
                  << " calls to mono_clock->Now()";
   delete mono_clock;
 }
@@ -523,13 +523,13 @@ TEST_F(MonotonicClockTest, RealFrenzy) {
   // Just out of curiousity -- did real clock go backwards?
   int clock_num_corrections;
   m1->GetCorrectionMetrics(&clock_num_corrections, NULL);
-  LOG_IF(INFO, clock_num_corrections > 0)
+  ABSL_LOG_IF(INFO, clock_num_corrections > 0)
       << clock_num_corrections << " corrections";
   m2->GetCorrectionMetrics(&clock_num_corrections, NULL);
-  LOG_IF(INFO, clock_num_corrections > 0)
+  ABSL_LOG_IF(INFO, clock_num_corrections > 0)
       << clock_num_corrections << " corrections";
   m3->GetCorrectionMetrics(&clock_num_corrections, NULL);
-  LOG_IF(INFO, clock_num_corrections > 0)
+  ABSL_LOG_IF(INFO, clock_num_corrections > 0)
       << clock_num_corrections << " corrections";
   delete m1;
   delete m2;

mediapipe/framework/deps/registration.h

@@ -28,6 +28,8 @@
 #include "absl/base/thread_annotations.h"
 #include "absl/container/flat_hash_map.h"
 #include "absl/container/flat_hash_set.h"
+#include "absl/log/absl_log.h"
+#include "absl/log/check.h"
 #include "absl/meta/type_traits.h"
 #include "absl/strings/str_join.h"
 #include "absl/strings/str_split.h"
@@ -35,7 +37,6 @@
 #include "absl/synchronization/mutex.h"
 #include "mediapipe/framework/deps/registration_token.h"
 #include "mediapipe/framework/port/canonical_errors.h"
-#include "mediapipe/framework/port/logging.h"
 #include "mediapipe/framework/port/statusor.h"
 
 namespace mediapipe {
@@ -191,7 +192,7 @@ class FunctionRegistry {
       return RegistrationToken(
           [this, normalized_name]() { Unregister(normalized_name); });
     }
-    LOG(FATAL) << "Function with name " << name << " already registered.";
+    ABSL_LOG(FATAL) << "Function with name " << name << " already registered.";
     return RegistrationToken([]() {});
   }
 

mediapipe/framework/deps/safe_int.h

@@ -34,7 +34,7 @@
 //         define any custom policy they desire.
 //
 // PolicyTypes:
-//     LogFatalOnError: LOG(FATAL) when a error occurs.
+//     LogFatalOnError: ABSL_LOG(FATAL) when a error occurs.
 
 #ifndef MEDIAPIPE_DEPS_SAFE_INT_H_
 #define MEDIAPIPE_DEPS_SAFE_INT_H_
@@ -44,8 +44,9 @@
 #include <limits>
 #include <type_traits>
 
+#include "absl/log/absl_log.h"
+#include "absl/log/check.h"
 #include "mediapipe/framework/deps/strong_int.h"
-#include "mediapipe/framework/port/logging.h"
 
 namespace mediapipe {
 namespace intops {
@@ -284,15 +285,15 @@ class SafeIntStrongIntValidator {
   }
 };
 
-// A SafeIntStrongIntValidator policy class to LOG(FATAL) on errors.
+// A SafeIntStrongIntValidator policy class to ABSL_LOG(FATAL) on errors.
 struct LogFatalOnError {
   template <typename Tlhs, typename Trhs>
   static void Error(const char* error, Tlhs lhs, Trhs rhs, const char* op) {
-    LOG(FATAL) << error << ": (" << lhs << " " << op << " " << rhs << ")";
+    ABSL_LOG(FATAL) << error << ": (" << lhs << " " << op << " " << rhs << ")";
   }
   template <typename Tval>
   static void Error(const char* error, Tval val, const char* op) {
-    LOG(FATAL) << error << ": (" << op << val << ")";
+    ABSL_LOG(FATAL) << error << ": (" << op << val << ")";
   }
 };
 

mediapipe/framework/deps/status.h

@@ -21,9 +21,9 @@
 #include <string>
 
 #include "absl/base/attributes.h"
+#include "absl/log/absl_log.h"
 #include "absl/status/status.h"
 #include "absl/strings/string_view.h"
-#include "mediapipe/framework/port/logging.h"
 
 namespace mediapipe {
 
@@ -44,7 +44,7 @@ inline std::string* MediaPipeCheckOpHelper(absl::Status v, const char* msg) {
 
 #define MEDIAPIPE_DO_CHECK_OK(val, level)                             \
   while (auto _result = mediapipe::MediaPipeCheckOpHelper(val, #val)) \
-  LOG(level) << *(_result)
+  ABSL_LOG(level) << *(_result)
 
 #define MEDIAPIPE_CHECK_OK(val) MEDIAPIPE_DO_CHECK_OK(val, FATAL)
 #define MEDIAPIPE_QCHECK_OK(val) MEDIAPIPE_DO_CHECK_OK(val, QFATAL)
@@ -53,7 +53,7 @@ inline std::string* MediaPipeCheckOpHelper(absl::Status v, const char* msg) {
 #define MEDIAPIPE_DCHECK_OK(val) MEDIAPIPE_CHECK_OK(val)
 #else
 #define MEDIAPIPE_DCHECK_OK(val) \
-  while (false && (absl::OkStatus() == (val))) LOG(FATAL)
+  while (false && (absl::OkStatus() == (val))) ABSL_LOG(FATAL)
 #endif
 
 #define CHECK_OK MEDIAPIPE_CHECK_OK

mediapipe/framework/deps/strong_int.h

@@ -103,6 +103,7 @@
 #include <type_traits>
 
 #include "absl/base/macros.h"
+#include "absl/log/absl_log.h"
 #include "mediapipe/framework/port/integral_types.h"
 #include "mediapipe/framework/port/port.h"
 
@@ -134,7 +135,7 @@ struct NullStrongIntValidator {
   //
   //   template<typename T, typename U>
   //   static void ValidateInit(U arg) {
-  //     if (arg < 0) LOG(FATAL) << "arg < 0";
+  //     if (arg < 0) ABSL_LOG(FATAL) << "arg < 0";
   //   }
   //
   //   template<typename T, typename U>

mediapipe/framework/deps/threadpool_pthread_impl.cc

@@ -18,6 +18,7 @@
 #include <sys/syscall.h>
 #include <unistd.h>
 
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_cat.h"
 #include "absl/strings/str_join.h"
 #include "mediapipe/framework/deps/threadpool.h"
@@ -67,7 +68,7 @@ void* ThreadPool::WorkerThread::ThreadBody(void* arg) {
     if (nice(nice_priority_level) != -1 || errno == 0) {
       VLOG(1) << "Changed the nice priority level by " << nice_priority_level;
     } else {
-      LOG(ERROR) << "Error : " << strerror(errno) << std::endl
+      ABSL_LOG(ERROR) << "Error : " << strerror(errno) << std::endl
                       << "Could not change the nice priority level by "
                       << nice_priority_level;
     }
@@ -84,26 +85,26 @@ void* ThreadPool::WorkerThread::ThreadBody(void* arg) {
       VLOG(1) << "Pinned the thread pool executor to processor "
               << absl::StrJoin(selected_cpus, ", processor ") << ".";
     } else {
-      LOG(ERROR) << "Error : " << strerror(errno) << std::endl
+      ABSL_LOG(ERROR) << "Error : " << strerror(errno) << std::endl
                       << "Failed to set processor affinity. Ignore processor "
                          "affinity setting for now.";
     }
   }
   int error = pthread_setname_np(pthread_self(), name.c_str());
   if (error != 0) {
-    LOG(ERROR) << "Error : " << strerror(error) << std::endl
+    ABSL_LOG(ERROR) << "Error : " << strerror(error) << std::endl
                     << "Failed to set name for thread: " << name;
   }
 #else
   const std::string name = internal::CreateThreadName(thread->name_prefix_, 0);
   if (nice_priority_level != 0 || !selected_cpus.empty()) {
-    LOG(ERROR) << "Thread priority and processor affinity feature aren't "
+    ABSL_LOG(ERROR) << "Thread priority and processor affinity feature aren't "
                        "supported on the current platform.";
   }
 #if __APPLE__
   int error = pthread_setname_np(name.c_str());
   if (error != 0) {
-    LOG(ERROR) << "Error : " << strerror(error) << std::endl
+    ABSL_LOG(ERROR) << "Error : " << strerror(error) << std::endl
                     << "Failed to set name for thread: " << name;
   }
 #endif  // __APPLE__

mediapipe/framework/deps/threadpool_std_thread_impl.cc

@@ -26,9 +26,9 @@
 #include <unistd.h>
 #endif
 
+#include "absl/log/absl_log.h"
 #include "absl/strings/str_cat.h"
 #include "absl/strings/str_join.h"
-#include "mediapipe/framework/port/logging.h"
 
 namespace mediapipe {
 
@@ -67,7 +67,8 @@ void* ThreadPool::WorkerThread::ThreadBody(void* arg) {
       thread->pool_->thread_options().nice_priority_level();
   const std::set<int> selected_cpus = thread->pool_->thread_options().cpu_set();
   if (nice_priority_level != 0 || !selected_cpus.empty()) {
-    LOG(ERROR) << "Thread priority and processor affinity feature aren't "
+    ABSL_LOG(ERROR)
+        << "Thread priority and processor affinity feature aren't "
            "supported by the std::thread threadpool implementation.";
   }
   thread->pool_->RunWorker();

mediapipe/framework/deps/topologicalsorter.h

@@ -40,7 +40,7 @@ namespace mediapipe {
 //     if (cyclic) {
 //       PrintCycleNodes(cycle_nodes);
 //     } else {
-//       LOG(INFO) << idx;
+//       ABSL_LOG(INFO) << idx;
 //     }
 //   }
 class TopologicalSorter {