[EP Perf] Customize onnx-tensorrt commit id when init CI tasks (#20175)

### Description
<!-- Describe your changes. -->
Customize commit id of onnx-tensorrt in EP Perf CI variables when
testing OSS parsers in different versions

### To Verify

![image](https://github.com/microsoft/onnxruntime/assets/109183385/9dc650d8-377d-4223-8951-f0849b1fe984)

After assigning `onnxTensorrtCommitId` in EP Perf CI Variables, 
CI would prompt during the step of **[Build latest ORT Image with
TensorRT OSS
parser](https://aiinfra.visualstudio.com/Lotus/_build/results?buildId=438217&view=logs&j=b6bfa4e2-8141-507f-8ca1-59b3f929fa71&t=fc64e110-ab59-54e4-1c37-853e84a52a7e&l=396450)**:
```
Updated deps.txt with new commit id a43ce67187bab219520fd80f21af8bbd4354bc8c and hash 572535aefef477050f86744dfab1fef840198035
```
And CI would [overwrite the line of onnx_tensorrt in
deps.txt](https://aiinfra.visualstudio.com/Lotus/_build/results?buildId=438217&view=logs&j=b6bfa4e2-8141-507f-8ca1-59b3f929fa71&t=fc64e110-ab59-54e4-1c37-853e84a52a7e&l=396451)
which was assigned as:
```
onnx_tensorrt;https://github.com/onnx/onnx-tensorrt/archive/a43ce67187bab219520fd80f21af8bbd4354bc8c.zip;572535aefef477050f86744dfab1fef840198035

```


### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
To save time of modifying deps.txt and manually calculating zip hash

onnxruntime/python/tools/tensorrt/perf/build/build_image.py

@@ -10,6 +10,7 @@
 import os
 import pty
 import shlex
+import subprocess
 import sys
 from typing import List, Optional
 
@@ -172,6 +173,55 @@ def docker_build_trt_bin(args: argparse.Namespace):
         sys.exit(1)
 
 
+def overwrite_onnx_tensorrt_commit_id(commit_id):
+    """
+    Overwrite onnx-tensorrt commit id in cmake/deps.txt.
+    """
+    deps_file_path = "../../../../../../cmake/deps.txt"
+    line_index = None
+    zip_url = None
+
+    with open(deps_file_path) as file:
+        lines = file.readlines()
+
+    for i, line in enumerate(lines):
+        if line.startswith("onnx_tensorrt"):
+            parts = line.split(";")
+            zip_url = ";".join([parts[0], f"https://github.com/onnx/onnx-tensorrt/archive/{commit_id}.zip", parts[2]])
+            line_index = i
+            break
+
+    if line_index and zip_url:
+        wget_command = f"wget {zip_url.split(';')[1]} -O temp.zip"
+        subprocess.run(wget_command, shell=True, check=True)
+
+        sha1sum_command = "sha1sum temp.zip"
+        result = subprocess.run(sha1sum_command, shell=True, capture_output=True, text=True, check=True)
+        hash_value = result.stdout.split()[0]
+
+        lines[line_index] = zip_url.split(";")[0] + ";" + zip_url.split(";")[1] + ";" + hash_value + "\n"
+
+        with open(deps_file_path, "w") as file:
+            file.writelines(lines)
+
+        print(f"Updated deps.txt with new commit id {commit_id} and hash {hash_value}")
+
+        # Verify updated deps.txt
+        try:
+            with open(deps_file_path) as file:
+                lines = file.readlines()
+                for line in lines:
+                    if line.startswith("onnx_tensorrt"):
+                        print(line.strip())
+                        break
+        except Exception as e:
+            print(f"Failed to read the file: {e}")
+
+        os.remove("temp.zip")
+    else:
+        print("onnx_tensorrt commit id overwrite failed, entry not found in deps.txt")
+
+
 def parse_arguments() -> argparse.Namespace:
     """
     Parses command-line arguments and returns an object with each argument as a field.
@@ -187,6 +237,7 @@ def parse_arguments() -> argparse.Namespace:
         "-t", "--trt_version", default="8.6.cuda_11_8_cudnn_8", help="TensorRT version (e.g., 8.6.cuda_11_8_cudnn_8)"
     )
     parser.add_argument("-a", "--cuda_arch", default="75", help="CUDA architecture (e.g., 75)")
+    parser.add_argument("-o", "--oss_parser_commit_id", default="", help="commit id of onnx-tensorrt")
 
     # Command-line options for installing TensorRT from binaries.
     parser.add_argument(
@@ -223,6 +274,8 @@ def main() -> int:
     if args.install_bin:
         docker_build_trt_bin(args)
     else:
+        if args.oss_parser_commit_id != "":
+            overwrite_onnx_tensorrt_commit_id(args.oss_parser_commit_id)
         docker_build_trt(args)
 
     return 0

onnxruntime/python/tools/tensorrt/perf/post.py

@@ -311,7 +311,7 @@ def get_specs(specs, branch, commit_hash, commit_datetime):
     :return: The updated table.
     """
 
-    init_id = int(specs.tail(1).get(".", 0)) + 1
+    init_id = int(specs.tail(1).get(".", 0).iloc[0]) + 1
     specs_additional = pd.DataFrame(
         {
             ".": [init_id, init_id + 1, init_id + 2],
@@ -417,6 +417,7 @@ def main():
     identifier = get_identifier(
         args.commit_datetime, args.commit_hash, args.trt_version, args.branch, args.use_tensorrt_oss_parser
     )
+    print(f"DB record identifier: {identifier}")
     upload_time = datetime.datetime.now(tz=datetime.timezone.utc).replace(microsecond=0)
 
     try:

tools/ci_build/github/azure-pipelines/linux-gpu-tensorrt-daily-perf-pipeline.yml

@@ -107,7 +107,7 @@ jobs:
 
     # Build ORT with TensorRT OSS parser 
     - ${{ if and(ne(parameters.TrtVersion, 'BIN'), eq(parameters.UseTensorrtOssParser, true)) }}:
-      - script: 'python3 $(Build.SourcesDirectory)/onnxruntime/python/tools/tensorrt/perf/build/build_image.py -r $(Build.SourcesDirectory) -i $(image) -b $(branchName) -t $(trtVersion) -a 75 --use_tensorrt_oss_parser'
+      - script: 'python3 $(Build.SourcesDirectory)/onnxruntime/python/tools/tensorrt/perf/build/build_image.py -r $(Build.SourcesDirectory) -i $(image) -b $(branchName) -t $(trtVersion) -a 75 -o $(onnxTensorrtCommitId) --use_tensorrt_oss_parser'
         displayName: 'Build latest ORT Image with TensorRT OSS parser'
         workingDirectory: '$(Build.SourcesDirectory)/onnxruntime/python/tools/tensorrt/perf/build'