Bigdata_pair_trading_project.ipynb

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  "metadata": {
    "colab": {
      "name": "Bigdata_pair_trading_project.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    }
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  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/FinancialEngineerLab/finefinance/blob/master/Bigdata_pair_trading_project.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "rJdnmjLFE-XP",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "01916af5-db04-401a-a1d8-968ea3b05308"
      },
      "source": [
        "# install library #\n",
        "!pip install -U finance_datareader\n",
        "!wget http://prdownloads.sourceforge.net/ta-lib/ta-lib-0.4.0-src.tar.gz\n",
        "!tar -xzvf ta-lib-0.4.0-src.tar.gz\n",
        "%cd ta-lib\n",
        "!./configure --prefix=/usr\n",
        "!make\n",
        "!make install\n",
        "!pip install Ta-Lib"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Collecting finance_datareader\n",
            "  Downloading https://files.pythonhosted.org/packages/f0/8b/157679406f352f2bc76bb8b02362b8b1059fb18f060732874cecbc8cb43c/finance_datareader-0.9.1-py3-none-any.whl\n",
            "Collecting requests-file\n",
            "  Downloading https://files.pythonhosted.org/packages/23/9c/6e63c23c39e53d3df41c77a3d05a49a42c4e1383a6d2a5e3233161b89dbf/requests_file-1.4.3-py2.py3-none-any.whl\n",
            "Requirement already satisfied, skipping upgrade: pandas>=0.19.2 in /usr/local/lib/python3.6/dist-packages (from finance_datareader) (0.25.3)\n",
            "Requirement already satisfied, skipping upgrade: lxml in /usr/local/lib/python3.6/dist-packages (from finance_datareader) (4.2.6)\n",
            "Requirement already satisfied, skipping upgrade: requests>=2.3.0 in /usr/local/lib/python3.6/dist-packages (from finance_datareader) (2.21.0)\n",
            "Requirement already satisfied, skipping upgrade: six in /usr/local/lib/python3.6/dist-packages (from requests-file->finance_datareader) (1.12.0)\n",
            "Requirement already satisfied, skipping upgrade: numpy>=1.13.3 in /usr/local/lib/python3.6/dist-packages (from pandas>=0.19.2->finance_datareader) (1.17.5)\n",
            "Requirement already satisfied, skipping upgrade: pytz>=2017.2 in /usr/local/lib/python3.6/dist-packages (from pandas>=0.19.2->finance_datareader) (2018.9)\n",
            "Requirement already satisfied, skipping upgrade: python-dateutil>=2.6.1 in /usr/local/lib/python3.6/dist-packages (from pandas>=0.19.2->finance_datareader) (2.6.1)\n",
            "Requirement already satisfied, skipping upgrade: certifi>=2017.4.17 in /usr/local/lib/python3.6/dist-packages (from requests>=2.3.0->finance_datareader) (2019.11.28)\n",
            "Requirement already satisfied, skipping upgrade: urllib3<1.25,>=1.21.1 in /usr/local/lib/python3.6/dist-packages (from requests>=2.3.0->finance_datareader) (1.24.3)\n",
            "Requirement already satisfied, skipping upgrade: chardet<3.1.0,>=3.0.2 in /usr/local/lib/python3.6/dist-packages (from requests>=2.3.0->finance_datareader) (3.0.4)\n",
            "Requirement already satisfied, skipping upgrade: idna<2.9,>=2.5 in /usr/local/lib/python3.6/dist-packages (from requests>=2.3.0->finance_datareader) (2.8)\n",
            "Installing collected packages: requests-file, finance-datareader\n",
            "Successfully installed finance-datareader-0.9.1 requests-file-1.4.3\n",
            "--2020-03-05 04:31:12--  http://prdownloads.sourceforge.net/ta-lib/ta-lib-0.4.0-src.tar.gz\n",
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            "HTTP request sent, awaiting response... 302 Found\n",
            "Location: https://svwh.dl.sourceforge.net/project/ta-lib/ta-lib/0.4.0/ta-lib-0.4.0-src.tar.gz [following]\n",
            "--2020-03-05 04:31:12--  https://svwh.dl.sourceforge.net/project/ta-lib/ta-lib/0.4.0/ta-lib-0.4.0-src.tar.gz\n",
            "Resolving svwh.dl.sourceforge.net (svwh.dl.sourceforge.net)... 72.5.72.15, 2606:c680:0:b:3830:34ff:fe66:6663\n",
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            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 1330299 (1.3M) [application/x-gzip]\n",
            "Saving to: ‘ta-lib-0.4.0-src.tar.gz’\n",
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            "\n",
            "2020-03-05 04:31:12 (10.9 MB/s) - ‘ta-lib-0.4.0-src.tar.gz’ saved [1330299/1330299]\n",
            "\n",
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            "ta-lib/HISTORY.TXT\n",
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            "Making all in src\n",
            "make[1]: Entering directory '/content/ta-lib/src'\n",
            "Making all in ta_abstract\n",
            "make[2]: Entering directory '/content/ta-lib/src/ta_abstract'\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-ta_group_idx.lo -MD -MP -MF .deps/libta_abstract_la-ta_group_idx.Tpo -c -o libta_abstract_la-ta_group_idx.lo `test -f 'ta_group_idx.c' || echo './'`ta_group_idx.c\n",
            "mkdir .libs\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-ta_group_idx.lo -MD -MP -MF .deps/libta_abstract_la-ta_group_idx.Tpo -c ta_group_idx.c  -fPIC -DPIC -o .libs/libta_abstract_la-ta_group_idx.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-ta_group_idx.lo -MD -MP -MF .deps/libta_abstract_la-ta_group_idx.Tpo -c ta_group_idx.c -o libta_abstract_la-ta_group_idx.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-ta_group_idx.Tpo .deps/libta_abstract_la-ta_group_idx.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-ta_def_ui.lo -MD -MP -MF .deps/libta_abstract_la-ta_def_ui.Tpo -c -o libta_abstract_la-ta_def_ui.lo `test -f 'ta_def_ui.c' || echo './'`ta_def_ui.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-ta_def_ui.lo -MD -MP -MF .deps/libta_abstract_la-ta_def_ui.Tpo -c ta_def_ui.c  -fPIC -DPIC -o .libs/libta_abstract_la-ta_def_ui.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-ta_def_ui.lo -MD -MP -MF .deps/libta_abstract_la-ta_def_ui.Tpo -c ta_def_ui.c -o libta_abstract_la-ta_def_ui.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-ta_def_ui.Tpo .deps/libta_abstract_la-ta_def_ui.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-ta_abstract.lo -MD -MP -MF .deps/libta_abstract_la-ta_abstract.Tpo -c -o libta_abstract_la-ta_abstract.lo `test -f 'ta_abstract.c' || echo './'`ta_abstract.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-ta_abstract.lo -MD -MP -MF .deps/libta_abstract_la-ta_abstract.Tpo -c ta_abstract.c  -fPIC -DPIC -o .libs/libta_abstract_la-ta_abstract.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-ta_abstract.lo -MD -MP -MF .deps/libta_abstract_la-ta_abstract.Tpo -c ta_abstract.c -o libta_abstract_la-ta_abstract.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-ta_abstract.Tpo .deps/libta_abstract_la-ta_abstract.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-ta_func_api.lo -MD -MP -MF .deps/libta_abstract_la-ta_func_api.Tpo -c -o libta_abstract_la-ta_func_api.lo `test -f 'ta_func_api.c' || echo './'`ta_func_api.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-ta_func_api.lo -MD -MP -MF .deps/libta_abstract_la-ta_func_api.Tpo -c ta_func_api.c  -fPIC -DPIC -o .libs/libta_abstract_la-ta_func_api.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-ta_func_api.lo -MD -MP -MF .deps/libta_abstract_la-ta_func_api.Tpo -c ta_func_api.c -o libta_abstract_la-ta_func_api.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-ta_func_api.Tpo .deps/libta_abstract_la-ta_func_api.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-ta_frame.lo -MD -MP -MF .deps/libta_abstract_la-ta_frame.Tpo -c -o libta_abstract_la-ta_frame.lo `test -f 'frames/ta_frame.c' || echo './'`frames/ta_frame.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-ta_frame.lo -MD -MP -MF .deps/libta_abstract_la-ta_frame.Tpo -c frames/ta_frame.c  -fPIC -DPIC -o .libs/libta_abstract_la-ta_frame.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-ta_frame.lo -MD -MP -MF .deps/libta_abstract_la-ta_frame.Tpo -c frames/ta_frame.c -o libta_abstract_la-ta_frame.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-ta_frame.Tpo .deps/libta_abstract_la-ta_frame.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_a.lo -MD -MP -MF .deps/libta_abstract_la-table_a.Tpo -c -o libta_abstract_la-table_a.lo `test -f 'tables/table_a.c' || echo './'`tables/table_a.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_a.lo -MD -MP -MF .deps/libta_abstract_la-table_a.Tpo -c tables/table_a.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_a.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_a.lo -MD -MP -MF .deps/libta_abstract_la-table_a.Tpo -c tables/table_a.c -o libta_abstract_la-table_a.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_a.Tpo .deps/libta_abstract_la-table_a.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_b.lo -MD -MP -MF .deps/libta_abstract_la-table_b.Tpo -c -o libta_abstract_la-table_b.lo `test -f 'tables/table_b.c' || echo './'`tables/table_b.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_b.lo -MD -MP -MF .deps/libta_abstract_la-table_b.Tpo -c tables/table_b.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_b.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_b.lo -MD -MP -MF .deps/libta_abstract_la-table_b.Tpo -c tables/table_b.c -o libta_abstract_la-table_b.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_b.Tpo .deps/libta_abstract_la-table_b.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_c.lo -MD -MP -MF .deps/libta_abstract_la-table_c.Tpo -c -o libta_abstract_la-table_c.lo `test -f 'tables/table_c.c' || echo './'`tables/table_c.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_c.lo -MD -MP -MF .deps/libta_abstract_la-table_c.Tpo -c tables/table_c.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_c.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_c.lo -MD -MP -MF .deps/libta_abstract_la-table_c.Tpo -c tables/table_c.c -o libta_abstract_la-table_c.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_c.Tpo .deps/libta_abstract_la-table_c.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_d.lo -MD -MP -MF .deps/libta_abstract_la-table_d.Tpo -c -o libta_abstract_la-table_d.lo `test -f 'tables/table_d.c' || echo './'`tables/table_d.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_d.lo -MD -MP -MF .deps/libta_abstract_la-table_d.Tpo -c tables/table_d.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_d.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_d.lo -MD -MP -MF .deps/libta_abstract_la-table_d.Tpo -c tables/table_d.c -o libta_abstract_la-table_d.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_d.Tpo .deps/libta_abstract_la-table_d.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_e.lo -MD -MP -MF .deps/libta_abstract_la-table_e.Tpo -c -o libta_abstract_la-table_e.lo `test -f 'tables/table_e.c' || echo './'`tables/table_e.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_e.lo -MD -MP -MF .deps/libta_abstract_la-table_e.Tpo -c tables/table_e.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_e.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_e.lo -MD -MP -MF .deps/libta_abstract_la-table_e.Tpo -c tables/table_e.c -o libta_abstract_la-table_e.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_e.Tpo .deps/libta_abstract_la-table_e.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_f.lo -MD -MP -MF .deps/libta_abstract_la-table_f.Tpo -c -o libta_abstract_la-table_f.lo `test -f 'tables/table_f.c' || echo './'`tables/table_f.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_f.lo -MD -MP -MF .deps/libta_abstract_la-table_f.Tpo -c tables/table_f.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_f.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_f.lo -MD -MP -MF .deps/libta_abstract_la-table_f.Tpo -c tables/table_f.c -o libta_abstract_la-table_f.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_f.Tpo .deps/libta_abstract_la-table_f.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_g.lo -MD -MP -MF .deps/libta_abstract_la-table_g.Tpo -c -o libta_abstract_la-table_g.lo `test -f 'tables/table_g.c' || echo './'`tables/table_g.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_g.lo -MD -MP -MF .deps/libta_abstract_la-table_g.Tpo -c tables/table_g.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_g.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_g.lo -MD -MP -MF .deps/libta_abstract_la-table_g.Tpo -c tables/table_g.c -o libta_abstract_la-table_g.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_g.Tpo .deps/libta_abstract_la-table_g.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_h.lo -MD -MP -MF .deps/libta_abstract_la-table_h.Tpo -c -o libta_abstract_la-table_h.lo `test -f 'tables/table_h.c' || echo './'`tables/table_h.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_h.lo -MD -MP -MF .deps/libta_abstract_la-table_h.Tpo -c tables/table_h.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_h.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_h.lo -MD -MP -MF .deps/libta_abstract_la-table_h.Tpo -c tables/table_h.c -o libta_abstract_la-table_h.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_h.Tpo .deps/libta_abstract_la-table_h.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_i.lo -MD -MP -MF .deps/libta_abstract_la-table_i.Tpo -c -o libta_abstract_la-table_i.lo `test -f 'tables/table_i.c' || echo './'`tables/table_i.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_i.lo -MD -MP -MF .deps/libta_abstract_la-table_i.Tpo -c tables/table_i.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_i.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_i.lo -MD -MP -MF .deps/libta_abstract_la-table_i.Tpo -c tables/table_i.c -o libta_abstract_la-table_i.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_i.Tpo .deps/libta_abstract_la-table_i.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_j.lo -MD -MP -MF .deps/libta_abstract_la-table_j.Tpo -c -o libta_abstract_la-table_j.lo `test -f 'tables/table_j.c' || echo './'`tables/table_j.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_j.lo -MD -MP -MF .deps/libta_abstract_la-table_j.Tpo -c tables/table_j.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_j.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_j.lo -MD -MP -MF .deps/libta_abstract_la-table_j.Tpo -c tables/table_j.c -o libta_abstract_la-table_j.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_j.Tpo .deps/libta_abstract_la-table_j.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_k.lo -MD -MP -MF .deps/libta_abstract_la-table_k.Tpo -c -o libta_abstract_la-table_k.lo `test -f 'tables/table_k.c' || echo './'`tables/table_k.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_k.lo -MD -MP -MF .deps/libta_abstract_la-table_k.Tpo -c tables/table_k.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_k.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_k.lo -MD -MP -MF .deps/libta_abstract_la-table_k.Tpo -c tables/table_k.c -o libta_abstract_la-table_k.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_k.Tpo .deps/libta_abstract_la-table_k.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_l.lo -MD -MP -MF .deps/libta_abstract_la-table_l.Tpo -c -o libta_abstract_la-table_l.lo `test -f 'tables/table_l.c' || echo './'`tables/table_l.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_l.lo -MD -MP -MF .deps/libta_abstract_la-table_l.Tpo -c tables/table_l.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_l.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_l.lo -MD -MP -MF .deps/libta_abstract_la-table_l.Tpo -c tables/table_l.c -o libta_abstract_la-table_l.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_l.Tpo .deps/libta_abstract_la-table_l.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_m.lo -MD -MP -MF .deps/libta_abstract_la-table_m.Tpo -c -o libta_abstract_la-table_m.lo `test -f 'tables/table_m.c' || echo './'`tables/table_m.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_m.lo -MD -MP -MF .deps/libta_abstract_la-table_m.Tpo -c tables/table_m.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_m.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_m.lo -MD -MP -MF .deps/libta_abstract_la-table_m.Tpo -c tables/table_m.c -o libta_abstract_la-table_m.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_m.Tpo .deps/libta_abstract_la-table_m.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_n.lo -MD -MP -MF .deps/libta_abstract_la-table_n.Tpo -c -o libta_abstract_la-table_n.lo `test -f 'tables/table_n.c' || echo './'`tables/table_n.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_n.lo -MD -MP -MF .deps/libta_abstract_la-table_n.Tpo -c tables/table_n.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_n.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_n.lo -MD -MP -MF .deps/libta_abstract_la-table_n.Tpo -c tables/table_n.c -o libta_abstract_la-table_n.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_n.Tpo .deps/libta_abstract_la-table_n.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_o.lo -MD -MP -MF .deps/libta_abstract_la-table_o.Tpo -c -o libta_abstract_la-table_o.lo `test -f 'tables/table_o.c' || echo './'`tables/table_o.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_o.lo -MD -MP -MF .deps/libta_abstract_la-table_o.Tpo -c tables/table_o.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_o.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_o.lo -MD -MP -MF .deps/libta_abstract_la-table_o.Tpo -c tables/table_o.c -o libta_abstract_la-table_o.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_o.Tpo .deps/libta_abstract_la-table_o.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_p.lo -MD -MP -MF .deps/libta_abstract_la-table_p.Tpo -c -o libta_abstract_la-table_p.lo `test -f 'tables/table_p.c' || echo './'`tables/table_p.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_p.lo -MD -MP -MF .deps/libta_abstract_la-table_p.Tpo -c tables/table_p.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_p.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_p.lo -MD -MP -MF .deps/libta_abstract_la-table_p.Tpo -c tables/table_p.c -o libta_abstract_la-table_p.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_p.Tpo .deps/libta_abstract_la-table_p.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_q.lo -MD -MP -MF .deps/libta_abstract_la-table_q.Tpo -c -o libta_abstract_la-table_q.lo `test -f 'tables/table_q.c' || echo './'`tables/table_q.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_q.lo -MD -MP -MF .deps/libta_abstract_la-table_q.Tpo -c tables/table_q.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_q.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_q.lo -MD -MP -MF .deps/libta_abstract_la-table_q.Tpo -c tables/table_q.c -o libta_abstract_la-table_q.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_q.Tpo .deps/libta_abstract_la-table_q.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_r.lo -MD -MP -MF .deps/libta_abstract_la-table_r.Tpo -c -o libta_abstract_la-table_r.lo `test -f 'tables/table_r.c' || echo './'`tables/table_r.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_r.lo -MD -MP -MF .deps/libta_abstract_la-table_r.Tpo -c tables/table_r.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_r.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_r.lo -MD -MP -MF .deps/libta_abstract_la-table_r.Tpo -c tables/table_r.c -o libta_abstract_la-table_r.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_r.Tpo .deps/libta_abstract_la-table_r.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_s.lo -MD -MP -MF .deps/libta_abstract_la-table_s.Tpo -c -o libta_abstract_la-table_s.lo `test -f 'tables/table_s.c' || echo './'`tables/table_s.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_s.lo -MD -MP -MF .deps/libta_abstract_la-table_s.Tpo -c tables/table_s.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_s.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_s.lo -MD -MP -MF .deps/libta_abstract_la-table_s.Tpo -c tables/table_s.c -o libta_abstract_la-table_s.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_s.Tpo .deps/libta_abstract_la-table_s.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_t.lo -MD -MP -MF .deps/libta_abstract_la-table_t.Tpo -c -o libta_abstract_la-table_t.lo `test -f 'tables/table_t.c' || echo './'`tables/table_t.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_t.lo -MD -MP -MF .deps/libta_abstract_la-table_t.Tpo -c tables/table_t.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_t.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_t.lo -MD -MP -MF .deps/libta_abstract_la-table_t.Tpo -c tables/table_t.c -o libta_abstract_la-table_t.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_t.Tpo .deps/libta_abstract_la-table_t.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_u.lo -MD -MP -MF .deps/libta_abstract_la-table_u.Tpo -c -o libta_abstract_la-table_u.lo `test -f 'tables/table_u.c' || echo './'`tables/table_u.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_u.lo -MD -MP -MF .deps/libta_abstract_la-table_u.Tpo -c tables/table_u.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_u.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_u.lo -MD -MP -MF .deps/libta_abstract_la-table_u.Tpo -c tables/table_u.c -o libta_abstract_la-table_u.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_u.Tpo .deps/libta_abstract_la-table_u.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_v.lo -MD -MP -MF .deps/libta_abstract_la-table_v.Tpo -c -o libta_abstract_la-table_v.lo `test -f 'tables/table_v.c' || echo './'`tables/table_v.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_v.lo -MD -MP -MF .deps/libta_abstract_la-table_v.Tpo -c tables/table_v.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_v.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_v.lo -MD -MP -MF .deps/libta_abstract_la-table_v.Tpo -c tables/table_v.c -o libta_abstract_la-table_v.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_v.Tpo .deps/libta_abstract_la-table_v.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_w.lo -MD -MP -MF .deps/libta_abstract_la-table_w.Tpo -c -o libta_abstract_la-table_w.lo `test -f 'tables/table_w.c' || echo './'`tables/table_w.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_w.lo -MD -MP -MF .deps/libta_abstract_la-table_w.Tpo -c tables/table_w.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_w.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_w.lo -MD -MP -MF .deps/libta_abstract_la-table_w.Tpo -c tables/table_w.c -o libta_abstract_la-table_w.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_w.Tpo .deps/libta_abstract_la-table_w.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_x.lo -MD -MP -MF .deps/libta_abstract_la-table_x.Tpo -c -o libta_abstract_la-table_x.lo `test -f 'tables/table_x.c' || echo './'`tables/table_x.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_x.lo -MD -MP -MF .deps/libta_abstract_la-table_x.Tpo -c tables/table_x.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_x.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_x.lo -MD -MP -MF .deps/libta_abstract_la-table_x.Tpo -c tables/table_x.c -o libta_abstract_la-table_x.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_x.Tpo .deps/libta_abstract_la-table_x.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_y.lo -MD -MP -MF .deps/libta_abstract_la-table_y.Tpo -c -o libta_abstract_la-table_y.lo `test -f 'tables/table_y.c' || echo './'`tables/table_y.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_y.lo -MD -MP -MF .deps/libta_abstract_la-table_y.Tpo -c tables/table_y.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_y.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_y.lo -MD -MP -MF .deps/libta_abstract_la-table_y.Tpo -c tables/table_y.c -o libta_abstract_la-table_y.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_y.Tpo .deps/libta_abstract_la-table_y.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_la-table_z.lo -MD -MP -MF .deps/libta_abstract_la-table_z.Tpo -c -o libta_abstract_la-table_z.lo `test -f 'tables/table_z.c' || echo './'`tables/table_z.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_z.lo -MD -MP -MF .deps/libta_abstract_la-table_z.Tpo -c tables/table_z.c  -fPIC -DPIC -o .libs/libta_abstract_la-table_z.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_la-table_z.lo -MD -MP -MF .deps/libta_abstract_la-table_z.Tpo -c tables/table_z.c -o libta_abstract_la-table_z.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_la-table_z.Tpo .deps/libta_abstract_la-table_z.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=link gcc  -g -O2 -version-info 0:0:0  -o libta_abstract.la  libta_abstract_la-ta_group_idx.lo libta_abstract_la-ta_def_ui.lo libta_abstract_la-ta_abstract.lo libta_abstract_la-ta_func_api.lo libta_abstract_la-ta_frame.lo libta_abstract_la-table_a.lo libta_abstract_la-table_b.lo libta_abstract_la-table_c.lo libta_abstract_la-table_d.lo libta_abstract_la-table_e.lo libta_abstract_la-table_f.lo libta_abstract_la-table_g.lo libta_abstract_la-table_h.lo libta_abstract_la-table_i.lo libta_abstract_la-table_j.lo libta_abstract_la-table_k.lo libta_abstract_la-table_l.lo libta_abstract_la-table_m.lo libta_abstract_la-table_n.lo libta_abstract_la-table_o.lo libta_abstract_la-table_p.lo libta_abstract_la-table_q.lo libta_abstract_la-table_r.lo libta_abstract_la-table_s.lo libta_abstract_la-table_t.lo libta_abstract_la-table_u.lo libta_abstract_la-table_v.lo libta_abstract_la-table_w.lo libta_abstract_la-table_x.lo libta_abstract_la-table_y.lo libta_abstract_la-table_z.lo  -lpthread -ldl \n",
            "libtool: link: warning: `-version-info/-version-number' is ignored for convenience libraries\n",
            "ar cru .libs/libta_abstract.a .libs/libta_abstract_la-ta_group_idx.o .libs/libta_abstract_la-ta_def_ui.o .libs/libta_abstract_la-ta_abstract.o .libs/libta_abstract_la-ta_func_api.o .libs/libta_abstract_la-ta_frame.o .libs/libta_abstract_la-table_a.o .libs/libta_abstract_la-table_b.o .libs/libta_abstract_la-table_c.o .libs/libta_abstract_la-table_d.o .libs/libta_abstract_la-table_e.o .libs/libta_abstract_la-table_f.o .libs/libta_abstract_la-table_g.o .libs/libta_abstract_la-table_h.o .libs/libta_abstract_la-table_i.o .libs/libta_abstract_la-table_j.o .libs/libta_abstract_la-table_k.o .libs/libta_abstract_la-table_l.o .libs/libta_abstract_la-table_m.o .libs/libta_abstract_la-table_n.o .libs/libta_abstract_la-table_o.o .libs/libta_abstract_la-table_p.o .libs/libta_abstract_la-table_q.o .libs/libta_abstract_la-table_r.o .libs/libta_abstract_la-table_s.o .libs/libta_abstract_la-table_t.o .libs/libta_abstract_la-table_u.o .libs/libta_abstract_la-table_v.o .libs/libta_abstract_la-table_w.o .libs/libta_abstract_la-table_x.o .libs/libta_abstract_la-table_y.o .libs/libta_abstract_la-table_z.o\n",
            "ar: `u' modifier ignored since `D' is the default (see `U')\n",
            "ranlib .libs/libta_abstract.a\n",
            "creating libta_abstract.la\n",
            "(cd .libs && rm -f libta_abstract.la && ln -s ../libta_abstract.la libta_abstract.la)\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-ta_group_idx.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_group_idx.Tpo -c -o libta_abstract_gc_la-ta_group_idx.lo `test -f 'ta_group_idx.c' || echo './'`ta_group_idx.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-ta_group_idx.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_group_idx.Tpo -c ta_group_idx.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-ta_group_idx.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-ta_group_idx.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_group_idx.Tpo -c ta_group_idx.c -o libta_abstract_gc_la-ta_group_idx.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-ta_group_idx.Tpo .deps/libta_abstract_gc_la-ta_group_idx.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-ta_def_ui.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_def_ui.Tpo -c -o libta_abstract_gc_la-ta_def_ui.lo `test -f 'ta_def_ui.c' || echo './'`ta_def_ui.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-ta_def_ui.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_def_ui.Tpo -c ta_def_ui.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-ta_def_ui.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-ta_def_ui.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_def_ui.Tpo -c ta_def_ui.c -o libta_abstract_gc_la-ta_def_ui.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-ta_def_ui.Tpo .deps/libta_abstract_gc_la-ta_def_ui.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-ta_abstract.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_abstract.Tpo -c -o libta_abstract_gc_la-ta_abstract.lo `test -f 'ta_abstract.c' || echo './'`ta_abstract.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-ta_abstract.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_abstract.Tpo -c ta_abstract.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-ta_abstract.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-ta_abstract.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_abstract.Tpo -c ta_abstract.c -o libta_abstract_gc_la-ta_abstract.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-ta_abstract.Tpo .deps/libta_abstract_gc_la-ta_abstract.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-ta_func_api.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_func_api.Tpo -c -o libta_abstract_gc_la-ta_func_api.lo `test -f 'ta_func_api.c' || echo './'`ta_func_api.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-ta_func_api.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_func_api.Tpo -c ta_func_api.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-ta_func_api.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-ta_func_api.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_func_api.Tpo -c ta_func_api.c -o libta_abstract_gc_la-ta_func_api.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-ta_func_api.Tpo .deps/libta_abstract_gc_la-ta_func_api.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-ta_frame.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_frame.Tpo -c -o libta_abstract_gc_la-ta_frame.lo `test -f 'frames/ta_frame.c' || echo './'`frames/ta_frame.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-ta_frame.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_frame.Tpo -c frames/ta_frame.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-ta_frame.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-ta_frame.lo -MD -MP -MF .deps/libta_abstract_gc_la-ta_frame.Tpo -c frames/ta_frame.c -o libta_abstract_gc_la-ta_frame.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-ta_frame.Tpo .deps/libta_abstract_gc_la-ta_frame.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_a.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_a.Tpo -c -o libta_abstract_gc_la-table_a.lo `test -f 'tables/table_a.c' || echo './'`tables/table_a.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_a.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_a.Tpo -c tables/table_a.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_a.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_a.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_a.Tpo -c tables/table_a.c -o libta_abstract_gc_la-table_a.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_a.Tpo .deps/libta_abstract_gc_la-table_a.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_b.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_b.Tpo -c -o libta_abstract_gc_la-table_b.lo `test -f 'tables/table_b.c' || echo './'`tables/table_b.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_b.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_b.Tpo -c tables/table_b.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_b.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_b.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_b.Tpo -c tables/table_b.c -o libta_abstract_gc_la-table_b.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_b.Tpo .deps/libta_abstract_gc_la-table_b.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_c.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_c.Tpo -c -o libta_abstract_gc_la-table_c.lo `test -f 'tables/table_c.c' || echo './'`tables/table_c.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_c.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_c.Tpo -c tables/table_c.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_c.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_c.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_c.Tpo -c tables/table_c.c -o libta_abstract_gc_la-table_c.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_c.Tpo .deps/libta_abstract_gc_la-table_c.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_d.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_d.Tpo -c -o libta_abstract_gc_la-table_d.lo `test -f 'tables/table_d.c' || echo './'`tables/table_d.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_d.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_d.Tpo -c tables/table_d.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_d.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_d.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_d.Tpo -c tables/table_d.c -o libta_abstract_gc_la-table_d.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_d.Tpo .deps/libta_abstract_gc_la-table_d.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_e.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_e.Tpo -c -o libta_abstract_gc_la-table_e.lo `test -f 'tables/table_e.c' || echo './'`tables/table_e.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_e.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_e.Tpo -c tables/table_e.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_e.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_e.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_e.Tpo -c tables/table_e.c -o libta_abstract_gc_la-table_e.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_e.Tpo .deps/libta_abstract_gc_la-table_e.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_f.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_f.Tpo -c -o libta_abstract_gc_la-table_f.lo `test -f 'tables/table_f.c' || echo './'`tables/table_f.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_f.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_f.Tpo -c tables/table_f.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_f.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_f.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_f.Tpo -c tables/table_f.c -o libta_abstract_gc_la-table_f.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_f.Tpo .deps/libta_abstract_gc_la-table_f.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_g.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_g.Tpo -c -o libta_abstract_gc_la-table_g.lo `test -f 'tables/table_g.c' || echo './'`tables/table_g.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_g.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_g.Tpo -c tables/table_g.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_g.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_g.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_g.Tpo -c tables/table_g.c -o libta_abstract_gc_la-table_g.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_g.Tpo .deps/libta_abstract_gc_la-table_g.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_h.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_h.Tpo -c -o libta_abstract_gc_la-table_h.lo `test -f 'tables/table_h.c' || echo './'`tables/table_h.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_h.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_h.Tpo -c tables/table_h.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_h.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_h.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_h.Tpo -c tables/table_h.c -o libta_abstract_gc_la-table_h.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_h.Tpo .deps/libta_abstract_gc_la-table_h.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_i.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_i.Tpo -c -o libta_abstract_gc_la-table_i.lo `test -f 'tables/table_i.c' || echo './'`tables/table_i.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_i.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_i.Tpo -c tables/table_i.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_i.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_i.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_i.Tpo -c tables/table_i.c -o libta_abstract_gc_la-table_i.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_i.Tpo .deps/libta_abstract_gc_la-table_i.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_j.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_j.Tpo -c -o libta_abstract_gc_la-table_j.lo `test -f 'tables/table_j.c' || echo './'`tables/table_j.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_j.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_j.Tpo -c tables/table_j.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_j.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_j.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_j.Tpo -c tables/table_j.c -o libta_abstract_gc_la-table_j.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_j.Tpo .deps/libta_abstract_gc_la-table_j.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_k.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_k.Tpo -c -o libta_abstract_gc_la-table_k.lo `test -f 'tables/table_k.c' || echo './'`tables/table_k.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_k.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_k.Tpo -c tables/table_k.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_k.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_k.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_k.Tpo -c tables/table_k.c -o libta_abstract_gc_la-table_k.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_k.Tpo .deps/libta_abstract_gc_la-table_k.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_l.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_l.Tpo -c -o libta_abstract_gc_la-table_l.lo `test -f 'tables/table_l.c' || echo './'`tables/table_l.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_l.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_l.Tpo -c tables/table_l.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_l.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_l.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_l.Tpo -c tables/table_l.c -o libta_abstract_gc_la-table_l.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_l.Tpo .deps/libta_abstract_gc_la-table_l.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_m.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_m.Tpo -c -o libta_abstract_gc_la-table_m.lo `test -f 'tables/table_m.c' || echo './'`tables/table_m.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_m.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_m.Tpo -c tables/table_m.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_m.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_m.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_m.Tpo -c tables/table_m.c -o libta_abstract_gc_la-table_m.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_m.Tpo .deps/libta_abstract_gc_la-table_m.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_n.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_n.Tpo -c -o libta_abstract_gc_la-table_n.lo `test -f 'tables/table_n.c' || echo './'`tables/table_n.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_n.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_n.Tpo -c tables/table_n.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_n.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_n.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_n.Tpo -c tables/table_n.c -o libta_abstract_gc_la-table_n.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_n.Tpo .deps/libta_abstract_gc_la-table_n.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_o.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_o.Tpo -c -o libta_abstract_gc_la-table_o.lo `test -f 'tables/table_o.c' || echo './'`tables/table_o.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_o.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_o.Tpo -c tables/table_o.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_o.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_o.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_o.Tpo -c tables/table_o.c -o libta_abstract_gc_la-table_o.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_o.Tpo .deps/libta_abstract_gc_la-table_o.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_p.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_p.Tpo -c -o libta_abstract_gc_la-table_p.lo `test -f 'tables/table_p.c' || echo './'`tables/table_p.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_p.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_p.Tpo -c tables/table_p.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_p.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_p.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_p.Tpo -c tables/table_p.c -o libta_abstract_gc_la-table_p.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_p.Tpo .deps/libta_abstract_gc_la-table_p.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_q.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_q.Tpo -c -o libta_abstract_gc_la-table_q.lo `test -f 'tables/table_q.c' || echo './'`tables/table_q.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_q.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_q.Tpo -c tables/table_q.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_q.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_q.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_q.Tpo -c tables/table_q.c -o libta_abstract_gc_la-table_q.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_q.Tpo .deps/libta_abstract_gc_la-table_q.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_r.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_r.Tpo -c -o libta_abstract_gc_la-table_r.lo `test -f 'tables/table_r.c' || echo './'`tables/table_r.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_r.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_r.Tpo -c tables/table_r.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_r.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_r.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_r.Tpo -c tables/table_r.c -o libta_abstract_gc_la-table_r.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_r.Tpo .deps/libta_abstract_gc_la-table_r.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_s.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_s.Tpo -c -o libta_abstract_gc_la-table_s.lo `test -f 'tables/table_s.c' || echo './'`tables/table_s.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_s.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_s.Tpo -c tables/table_s.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_s.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_s.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_s.Tpo -c tables/table_s.c -o libta_abstract_gc_la-table_s.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_s.Tpo .deps/libta_abstract_gc_la-table_s.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_t.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_t.Tpo -c -o libta_abstract_gc_la-table_t.lo `test -f 'tables/table_t.c' || echo './'`tables/table_t.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_t.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_t.Tpo -c tables/table_t.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_t.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_t.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_t.Tpo -c tables/table_t.c -o libta_abstract_gc_la-table_t.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_t.Tpo .deps/libta_abstract_gc_la-table_t.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_u.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_u.Tpo -c -o libta_abstract_gc_la-table_u.lo `test -f 'tables/table_u.c' || echo './'`tables/table_u.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_u.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_u.Tpo -c tables/table_u.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_u.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_u.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_u.Tpo -c tables/table_u.c -o libta_abstract_gc_la-table_u.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_u.Tpo .deps/libta_abstract_gc_la-table_u.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_v.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_v.Tpo -c -o libta_abstract_gc_la-table_v.lo `test -f 'tables/table_v.c' || echo './'`tables/table_v.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_v.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_v.Tpo -c tables/table_v.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_v.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_v.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_v.Tpo -c tables/table_v.c -o libta_abstract_gc_la-table_v.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_v.Tpo .deps/libta_abstract_gc_la-table_v.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_w.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_w.Tpo -c -o libta_abstract_gc_la-table_w.lo `test -f 'tables/table_w.c' || echo './'`tables/table_w.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_w.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_w.Tpo -c tables/table_w.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_w.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_w.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_w.Tpo -c tables/table_w.c -o libta_abstract_gc_la-table_w.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_w.Tpo .deps/libta_abstract_gc_la-table_w.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_x.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_x.Tpo -c -o libta_abstract_gc_la-table_x.lo `test -f 'tables/table_x.c' || echo './'`tables/table_x.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_x.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_x.Tpo -c tables/table_x.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_x.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_x.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_x.Tpo -c tables/table_x.c -o libta_abstract_gc_la-table_x.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_x.Tpo .deps/libta_abstract_gc_la-table_x.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_y.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_y.Tpo -c -o libta_abstract_gc_la-table_y.lo `test -f 'tables/table_y.c' || echo './'`tables/table_y.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_y.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_y.Tpo -c tables/table_y.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_y.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_y.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_y.Tpo -c tables/table_y.c -o libta_abstract_gc_la-table_y.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_y.Tpo .deps/libta_abstract_gc_la-table_y.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -DTA_GEN_CODE -I../ta_common/ -Iframes/   -g -O2 -MT libta_abstract_gc_la-table_z.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_z.Tpo -c -o libta_abstract_gc_la-table_z.lo `test -f 'tables/table_z.c' || echo './'`tables/table_z.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_z.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_z.Tpo -c tables/table_z.c  -fPIC -DPIC -o .libs/libta_abstract_gc_la-table_z.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -DTA_GEN_CODE -I../ta_common/ -Iframes/ -g -O2 -MT libta_abstract_gc_la-table_z.lo -MD -MP -MF .deps/libta_abstract_gc_la-table_z.Tpo -c tables/table_z.c -o libta_abstract_gc_la-table_z.o >/dev/null 2>&1\n",
            "mv -f .deps/libta_abstract_gc_la-table_z.Tpo .deps/libta_abstract_gc_la-table_z.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=link gcc  -g -O2 -version-info 0:0:0  -o libta_abstract_gc.la  libta_abstract_gc_la-ta_group_idx.lo libta_abstract_gc_la-ta_def_ui.lo libta_abstract_gc_la-ta_abstract.lo libta_abstract_gc_la-ta_func_api.lo libta_abstract_gc_la-ta_frame.lo libta_abstract_gc_la-table_a.lo libta_abstract_gc_la-table_b.lo libta_abstract_gc_la-table_c.lo libta_abstract_gc_la-table_d.lo libta_abstract_gc_la-table_e.lo libta_abstract_gc_la-table_f.lo libta_abstract_gc_la-table_g.lo libta_abstract_gc_la-table_h.lo libta_abstract_gc_la-table_i.lo libta_abstract_gc_la-table_j.lo libta_abstract_gc_la-table_k.lo libta_abstract_gc_la-table_l.lo libta_abstract_gc_la-table_m.lo libta_abstract_gc_la-table_n.lo libta_abstract_gc_la-table_o.lo libta_abstract_gc_la-table_p.lo libta_abstract_gc_la-table_q.lo libta_abstract_gc_la-table_r.lo libta_abstract_gc_la-table_s.lo libta_abstract_gc_la-table_t.lo libta_abstract_gc_la-table_u.lo libta_abstract_gc_la-table_v.lo libta_abstract_gc_la-table_w.lo libta_abstract_gc_la-table_x.lo libta_abstract_gc_la-table_y.lo libta_abstract_gc_la-table_z.lo  -lpthread -ldl \n",
            "libtool: link: warning: `-version-info/-version-number' is ignored for convenience libraries\n",
            "ar cru .libs/libta_abstract_gc.a .libs/libta_abstract_gc_la-ta_group_idx.o .libs/libta_abstract_gc_la-ta_def_ui.o .libs/libta_abstract_gc_la-ta_abstract.o .libs/libta_abstract_gc_la-ta_func_api.o .libs/libta_abstract_gc_la-ta_frame.o .libs/libta_abstract_gc_la-table_a.o .libs/libta_abstract_gc_la-table_b.o .libs/libta_abstract_gc_la-table_c.o .libs/libta_abstract_gc_la-table_d.o .libs/libta_abstract_gc_la-table_e.o .libs/libta_abstract_gc_la-table_f.o .libs/libta_abstract_gc_la-table_g.o .libs/libta_abstract_gc_la-table_h.o .libs/libta_abstract_gc_la-table_i.o .libs/libta_abstract_gc_la-table_j.o .libs/libta_abstract_gc_la-table_k.o .libs/libta_abstract_gc_la-table_l.o .libs/libta_abstract_gc_la-table_m.o .libs/libta_abstract_gc_la-table_n.o .libs/libta_abstract_gc_la-table_o.o .libs/libta_abstract_gc_la-table_p.o .libs/libta_abstract_gc_la-table_q.o .libs/libta_abstract_gc_la-table_r.o .libs/libta_abstract_gc_la-table_s.o .libs/libta_abstract_gc_la-table_t.o .libs/libta_abstract_gc_la-table_u.o .libs/libta_abstract_gc_la-table_v.o .libs/libta_abstract_gc_la-table_w.o .libs/libta_abstract_gc_la-table_x.o .libs/libta_abstract_gc_la-table_y.o .libs/libta_abstract_gc_la-table_z.o\n",
            "ar: `u' modifier ignored since `D' is the default (see `U')\n",
            "ranlib .libs/libta_abstract_gc.a\n",
            "creating libta_abstract_gc.la\n",
            "(cd .libs && rm -f libta_abstract_gc.la && ln -s ../libta_abstract_gc.la libta_abstract_gc.la)\n",
            "make[2]: Leaving directory '/content/ta-lib/src/ta_abstract'\n",
            "Making all in ta_common\n",
            "make[2]: Entering directory '/content/ta-lib/src/ta_common'\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_global.lo -MD -MP -MF .deps/ta_global.Tpo -c -o ta_global.lo ta_global.c\n",
            "mkdir .libs\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_global.lo -MD -MP -MF .deps/ta_global.Tpo -c ta_global.c  -fPIC -DPIC -o .libs/ta_global.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_global.lo -MD -MP -MF .deps/ta_global.Tpo -c ta_global.c -o ta_global.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_global.Tpo .deps/ta_global.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_retcode.lo -MD -MP -MF .deps/ta_retcode.Tpo -c -o ta_retcode.lo ta_retcode.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_retcode.lo -MD -MP -MF .deps/ta_retcode.Tpo -c ta_retcode.c  -fPIC -DPIC -o .libs/ta_retcode.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_retcode.lo -MD -MP -MF .deps/ta_retcode.Tpo -c ta_retcode.c -o ta_retcode.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_retcode.Tpo .deps/ta_retcode.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_version.lo -MD -MP -MF .deps/ta_version.Tpo -c -o ta_version.lo ta_version.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_version.lo -MD -MP -MF .deps/ta_version.Tpo -c ta_version.c  -fPIC -DPIC -o .libs/ta_version.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_version.lo -MD -MP -MF .deps/ta_version.Tpo -c ta_version.c -o ta_version.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_version.Tpo .deps/ta_version.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=link gcc  -g -O2 -version-info 0:0:0  -o libta_common.la  ta_global.lo ta_retcode.lo ta_version.lo  -lpthread -ldl \n",
            "libtool: link: warning: `-version-info/-version-number' is ignored for convenience libraries\n",
            "ar cru .libs/libta_common.a .libs/ta_global.o .libs/ta_retcode.o .libs/ta_version.o\n",
            "ar: `u' modifier ignored since `D' is the default (see `U')\n",
            "ranlib .libs/libta_common.a\n",
            "creating libta_common.la\n",
            "(cd .libs && rm -f libta_common.la && ln -s ../libta_common.la libta_common.la)\n",
            "make[2]: Leaving directory '/content/ta-lib/src/ta_common'\n",
            "Making all in ta_func\n",
            "make[2]: Entering directory '/content/ta-lib/src/ta_func'\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_utility.lo -MD -MP -MF .deps/ta_utility.Tpo -c -o ta_utility.lo ta_utility.c\n",
            "mkdir .libs\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_utility.lo -MD -MP -MF .deps/ta_utility.Tpo -c ta_utility.c  -fPIC -DPIC -o .libs/ta_utility.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_utility.lo -MD -MP -MF .deps/ta_utility.Tpo -c ta_utility.c -o ta_utility.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_utility.Tpo .deps/ta_utility.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_ACOS.lo -MD -MP -MF .deps/ta_ACOS.Tpo -c -o ta_ACOS.lo ta_ACOS.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ACOS.lo -MD -MP -MF .deps/ta_ACOS.Tpo -c ta_ACOS.c  -fPIC -DPIC -o .libs/ta_ACOS.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ACOS.lo -MD -MP -MF .deps/ta_ACOS.Tpo -c ta_ACOS.c -o ta_ACOS.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_ACOS.Tpo .deps/ta_ACOS.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_AD.lo -MD -MP -MF .deps/ta_AD.Tpo -c -o ta_AD.lo ta_AD.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_AD.lo -MD -MP -MF .deps/ta_AD.Tpo -c ta_AD.c  -fPIC -DPIC -o .libs/ta_AD.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_AD.lo -MD -MP -MF .deps/ta_AD.Tpo -c ta_AD.c -o ta_AD.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_AD.Tpo .deps/ta_AD.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_ADD.lo -MD -MP -MF .deps/ta_ADD.Tpo -c -o ta_ADD.lo ta_ADD.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ADD.lo -MD -MP -MF .deps/ta_ADD.Tpo -c ta_ADD.c  -fPIC -DPIC -o .libs/ta_ADD.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ADD.lo -MD -MP -MF .deps/ta_ADD.Tpo -c ta_ADD.c -o ta_ADD.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_ADD.Tpo .deps/ta_ADD.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_ADOSC.lo -MD -MP -MF .deps/ta_ADOSC.Tpo -c -o ta_ADOSC.lo ta_ADOSC.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ADOSC.lo -MD -MP -MF .deps/ta_ADOSC.Tpo -c ta_ADOSC.c  -fPIC -DPIC -o .libs/ta_ADOSC.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ADOSC.lo -MD -MP -MF .deps/ta_ADOSC.Tpo -c ta_ADOSC.c -o ta_ADOSC.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_ADOSC.Tpo .deps/ta_ADOSC.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_ADX.lo -MD -MP -MF .deps/ta_ADX.Tpo -c -o ta_ADX.lo ta_ADX.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ADX.lo -MD -MP -MF .deps/ta_ADX.Tpo -c ta_ADX.c  -fPIC -DPIC -o .libs/ta_ADX.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ADX.lo -MD -MP -MF .deps/ta_ADX.Tpo -c ta_ADX.c -o ta_ADX.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_ADX.Tpo .deps/ta_ADX.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_ADXR.lo -MD -MP -MF .deps/ta_ADXR.Tpo -c -o ta_ADXR.lo ta_ADXR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ADXR.lo -MD -MP -MF .deps/ta_ADXR.Tpo -c ta_ADXR.c  -fPIC -DPIC -o .libs/ta_ADXR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ADXR.lo -MD -MP -MF .deps/ta_ADXR.Tpo -c ta_ADXR.c -o ta_ADXR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_ADXR.Tpo .deps/ta_ADXR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_APO.lo -MD -MP -MF .deps/ta_APO.Tpo -c -o ta_APO.lo ta_APO.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_APO.lo -MD -MP -MF .deps/ta_APO.Tpo -c ta_APO.c  -fPIC -DPIC -o .libs/ta_APO.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_APO.lo -MD -MP -MF .deps/ta_APO.Tpo -c ta_APO.c -o ta_APO.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_APO.Tpo .deps/ta_APO.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_AROON.lo -MD -MP -MF .deps/ta_AROON.Tpo -c -o ta_AROON.lo ta_AROON.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_AROON.lo -MD -MP -MF .deps/ta_AROON.Tpo -c ta_AROON.c  -fPIC -DPIC -o .libs/ta_AROON.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_AROON.lo -MD -MP -MF .deps/ta_AROON.Tpo -c ta_AROON.c -o ta_AROON.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_AROON.Tpo .deps/ta_AROON.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_AROONOSC.lo -MD -MP -MF .deps/ta_AROONOSC.Tpo -c -o ta_AROONOSC.lo ta_AROONOSC.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_AROONOSC.lo -MD -MP -MF .deps/ta_AROONOSC.Tpo -c ta_AROONOSC.c  -fPIC -DPIC -o .libs/ta_AROONOSC.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_AROONOSC.lo -MD -MP -MF .deps/ta_AROONOSC.Tpo -c ta_AROONOSC.c -o ta_AROONOSC.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_AROONOSC.Tpo .deps/ta_AROONOSC.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_ASIN.lo -MD -MP -MF .deps/ta_ASIN.Tpo -c -o ta_ASIN.lo ta_ASIN.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ASIN.lo -MD -MP -MF .deps/ta_ASIN.Tpo -c ta_ASIN.c  -fPIC -DPIC -o .libs/ta_ASIN.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ASIN.lo -MD -MP -MF .deps/ta_ASIN.Tpo -c ta_ASIN.c -o ta_ASIN.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_ASIN.Tpo .deps/ta_ASIN.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_ATAN.lo -MD -MP -MF .deps/ta_ATAN.Tpo -c -o ta_ATAN.lo ta_ATAN.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ATAN.lo -MD -MP -MF .deps/ta_ATAN.Tpo -c ta_ATAN.c  -fPIC -DPIC -o .libs/ta_ATAN.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ATAN.lo -MD -MP -MF .deps/ta_ATAN.Tpo -c ta_ATAN.c -o ta_ATAN.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_ATAN.Tpo .deps/ta_ATAN.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_ATR.lo -MD -MP -MF .deps/ta_ATR.Tpo -c -o ta_ATR.lo ta_ATR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ATR.lo -MD -MP -MF .deps/ta_ATR.Tpo -c ta_ATR.c  -fPIC -DPIC -o .libs/ta_ATR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ATR.lo -MD -MP -MF .deps/ta_ATR.Tpo -c ta_ATR.c -o ta_ATR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_ATR.Tpo .deps/ta_ATR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_AVGPRICE.lo -MD -MP -MF .deps/ta_AVGPRICE.Tpo -c -o ta_AVGPRICE.lo ta_AVGPRICE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_AVGPRICE.lo -MD -MP -MF .deps/ta_AVGPRICE.Tpo -c ta_AVGPRICE.c  -fPIC -DPIC -o .libs/ta_AVGPRICE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_AVGPRICE.lo -MD -MP -MF .deps/ta_AVGPRICE.Tpo -c ta_AVGPRICE.c -o ta_AVGPRICE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_AVGPRICE.Tpo .deps/ta_AVGPRICE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_BBANDS.lo -MD -MP -MF .deps/ta_BBANDS.Tpo -c -o ta_BBANDS.lo ta_BBANDS.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_BBANDS.lo -MD -MP -MF .deps/ta_BBANDS.Tpo -c ta_BBANDS.c  -fPIC -DPIC -o .libs/ta_BBANDS.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_BBANDS.lo -MD -MP -MF .deps/ta_BBANDS.Tpo -c ta_BBANDS.c -o ta_BBANDS.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_BBANDS.Tpo .deps/ta_BBANDS.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_BETA.lo -MD -MP -MF .deps/ta_BETA.Tpo -c -o ta_BETA.lo ta_BETA.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_BETA.lo -MD -MP -MF .deps/ta_BETA.Tpo -c ta_BETA.c  -fPIC -DPIC -o .libs/ta_BETA.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_BETA.lo -MD -MP -MF .deps/ta_BETA.Tpo -c ta_BETA.c -o ta_BETA.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_BETA.Tpo .deps/ta_BETA.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_BOP.lo -MD -MP -MF .deps/ta_BOP.Tpo -c -o ta_BOP.lo ta_BOP.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_BOP.lo -MD -MP -MF .deps/ta_BOP.Tpo -c ta_BOP.c  -fPIC -DPIC -o .libs/ta_BOP.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_BOP.lo -MD -MP -MF .deps/ta_BOP.Tpo -c ta_BOP.c -o ta_BOP.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_BOP.Tpo .deps/ta_BOP.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CCI.lo -MD -MP -MF .deps/ta_CCI.Tpo -c -o ta_CCI.lo ta_CCI.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CCI.lo -MD -MP -MF .deps/ta_CCI.Tpo -c ta_CCI.c  -fPIC -DPIC -o .libs/ta_CCI.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CCI.lo -MD -MP -MF .deps/ta_CCI.Tpo -c ta_CCI.c -o ta_CCI.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CCI.Tpo .deps/ta_CCI.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDL2CROWS.lo -MD -MP -MF .deps/ta_CDL2CROWS.Tpo -c -o ta_CDL2CROWS.lo ta_CDL2CROWS.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDL2CROWS.lo -MD -MP -MF .deps/ta_CDL2CROWS.Tpo -c ta_CDL2CROWS.c  -fPIC -DPIC -o .libs/ta_CDL2CROWS.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDL2CROWS.lo -MD -MP -MF .deps/ta_CDL2CROWS.Tpo -c ta_CDL2CROWS.c -o ta_CDL2CROWS.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDL2CROWS.Tpo .deps/ta_CDL2CROWS.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDL3BLACKCROWS.lo -MD -MP -MF .deps/ta_CDL3BLACKCROWS.Tpo -c -o ta_CDL3BLACKCROWS.lo ta_CDL3BLACKCROWS.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDL3BLACKCROWS.lo -MD -MP -MF .deps/ta_CDL3BLACKCROWS.Tpo -c ta_CDL3BLACKCROWS.c  -fPIC -DPIC -o .libs/ta_CDL3BLACKCROWS.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDL3BLACKCROWS.lo -MD -MP -MF .deps/ta_CDL3BLACKCROWS.Tpo -c ta_CDL3BLACKCROWS.c -o ta_CDL3BLACKCROWS.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDL3BLACKCROWS.Tpo .deps/ta_CDL3BLACKCROWS.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDL3INSIDE.lo -MD -MP -MF .deps/ta_CDL3INSIDE.Tpo -c -o ta_CDL3INSIDE.lo ta_CDL3INSIDE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDL3INSIDE.lo -MD -MP -MF .deps/ta_CDL3INSIDE.Tpo -c ta_CDL3INSIDE.c  -fPIC -DPIC -o .libs/ta_CDL3INSIDE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDL3INSIDE.lo -MD -MP -MF .deps/ta_CDL3INSIDE.Tpo -c ta_CDL3INSIDE.c -o ta_CDL3INSIDE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDL3INSIDE.Tpo .deps/ta_CDL3INSIDE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDL3LINESTRIKE.lo -MD -MP -MF .deps/ta_CDL3LINESTRIKE.Tpo -c -o ta_CDL3LINESTRIKE.lo ta_CDL3LINESTRIKE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDL3LINESTRIKE.lo -MD -MP -MF .deps/ta_CDL3LINESTRIKE.Tpo -c ta_CDL3LINESTRIKE.c  -fPIC -DPIC -o .libs/ta_CDL3LINESTRIKE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDL3LINESTRIKE.lo -MD -MP -MF .deps/ta_CDL3LINESTRIKE.Tpo -c ta_CDL3LINESTRIKE.c -o ta_CDL3LINESTRIKE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDL3LINESTRIKE.Tpo .deps/ta_CDL3LINESTRIKE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDL3OUTSIDE.lo -MD -MP -MF .deps/ta_CDL3OUTSIDE.Tpo -c -o ta_CDL3OUTSIDE.lo ta_CDL3OUTSIDE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDL3OUTSIDE.lo -MD -MP -MF .deps/ta_CDL3OUTSIDE.Tpo -c ta_CDL3OUTSIDE.c  -fPIC -DPIC -o .libs/ta_CDL3OUTSIDE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDL3OUTSIDE.lo -MD -MP -MF .deps/ta_CDL3OUTSIDE.Tpo -c ta_CDL3OUTSIDE.c -o ta_CDL3OUTSIDE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDL3OUTSIDE.Tpo .deps/ta_CDL3OUTSIDE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDL3STARSINSOUTH.lo -MD -MP -MF .deps/ta_CDL3STARSINSOUTH.Tpo -c -o ta_CDL3STARSINSOUTH.lo ta_CDL3STARSINSOUTH.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDL3STARSINSOUTH.lo -MD -MP -MF .deps/ta_CDL3STARSINSOUTH.Tpo -c ta_CDL3STARSINSOUTH.c  -fPIC -DPIC -o .libs/ta_CDL3STARSINSOUTH.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDL3STARSINSOUTH.lo -MD -MP -MF .deps/ta_CDL3STARSINSOUTH.Tpo -c ta_CDL3STARSINSOUTH.c -o ta_CDL3STARSINSOUTH.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDL3STARSINSOUTH.Tpo .deps/ta_CDL3STARSINSOUTH.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDL3WHITESOLDIERS.lo -MD -MP -MF .deps/ta_CDL3WHITESOLDIERS.Tpo -c -o ta_CDL3WHITESOLDIERS.lo ta_CDL3WHITESOLDIERS.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDL3WHITESOLDIERS.lo -MD -MP -MF .deps/ta_CDL3WHITESOLDIERS.Tpo -c ta_CDL3WHITESOLDIERS.c  -fPIC -DPIC -o .libs/ta_CDL3WHITESOLDIERS.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDL3WHITESOLDIERS.lo -MD -MP -MF .deps/ta_CDL3WHITESOLDIERS.Tpo -c ta_CDL3WHITESOLDIERS.c -o ta_CDL3WHITESOLDIERS.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDL3WHITESOLDIERS.Tpo .deps/ta_CDL3WHITESOLDIERS.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLABANDONEDBABY.lo -MD -MP -MF .deps/ta_CDLABANDONEDBABY.Tpo -c -o ta_CDLABANDONEDBABY.lo ta_CDLABANDONEDBABY.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLABANDONEDBABY.lo -MD -MP -MF .deps/ta_CDLABANDONEDBABY.Tpo -c ta_CDLABANDONEDBABY.c  -fPIC -DPIC -o .libs/ta_CDLABANDONEDBABY.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLABANDONEDBABY.lo -MD -MP -MF .deps/ta_CDLABANDONEDBABY.Tpo -c ta_CDLABANDONEDBABY.c -o ta_CDLABANDONEDBABY.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLABANDONEDBABY.Tpo .deps/ta_CDLABANDONEDBABY.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLADVANCEBLOCK.lo -MD -MP -MF .deps/ta_CDLADVANCEBLOCK.Tpo -c -o ta_CDLADVANCEBLOCK.lo ta_CDLADVANCEBLOCK.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLADVANCEBLOCK.lo -MD -MP -MF .deps/ta_CDLADVANCEBLOCK.Tpo -c ta_CDLADVANCEBLOCK.c  -fPIC -DPIC -o .libs/ta_CDLADVANCEBLOCK.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLADVANCEBLOCK.lo -MD -MP -MF .deps/ta_CDLADVANCEBLOCK.Tpo -c ta_CDLADVANCEBLOCK.c -o ta_CDLADVANCEBLOCK.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLADVANCEBLOCK.Tpo .deps/ta_CDLADVANCEBLOCK.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLBELTHOLD.lo -MD -MP -MF .deps/ta_CDLBELTHOLD.Tpo -c -o ta_CDLBELTHOLD.lo ta_CDLBELTHOLD.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLBELTHOLD.lo -MD -MP -MF .deps/ta_CDLBELTHOLD.Tpo -c ta_CDLBELTHOLD.c  -fPIC -DPIC -o .libs/ta_CDLBELTHOLD.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLBELTHOLD.lo -MD -MP -MF .deps/ta_CDLBELTHOLD.Tpo -c ta_CDLBELTHOLD.c -o ta_CDLBELTHOLD.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLBELTHOLD.Tpo .deps/ta_CDLBELTHOLD.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLBREAKAWAY.lo -MD -MP -MF .deps/ta_CDLBREAKAWAY.Tpo -c -o ta_CDLBREAKAWAY.lo ta_CDLBREAKAWAY.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLBREAKAWAY.lo -MD -MP -MF .deps/ta_CDLBREAKAWAY.Tpo -c ta_CDLBREAKAWAY.c  -fPIC -DPIC -o .libs/ta_CDLBREAKAWAY.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLBREAKAWAY.lo -MD -MP -MF .deps/ta_CDLBREAKAWAY.Tpo -c ta_CDLBREAKAWAY.c -o ta_CDLBREAKAWAY.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLBREAKAWAY.Tpo .deps/ta_CDLBREAKAWAY.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLCLOSINGMARUBOZU.lo -MD -MP -MF .deps/ta_CDLCLOSINGMARUBOZU.Tpo -c -o ta_CDLCLOSINGMARUBOZU.lo ta_CDLCLOSINGMARUBOZU.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLCLOSINGMARUBOZU.lo -MD -MP -MF .deps/ta_CDLCLOSINGMARUBOZU.Tpo -c ta_CDLCLOSINGMARUBOZU.c  -fPIC -DPIC -o .libs/ta_CDLCLOSINGMARUBOZU.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLCLOSINGMARUBOZU.lo -MD -MP -MF .deps/ta_CDLCLOSINGMARUBOZU.Tpo -c ta_CDLCLOSINGMARUBOZU.c -o ta_CDLCLOSINGMARUBOZU.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLCLOSINGMARUBOZU.Tpo .deps/ta_CDLCLOSINGMARUBOZU.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLCONCEALBABYSWALL.lo -MD -MP -MF .deps/ta_CDLCONCEALBABYSWALL.Tpo -c -o ta_CDLCONCEALBABYSWALL.lo ta_CDLCONCEALBABYSWALL.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLCONCEALBABYSWALL.lo -MD -MP -MF .deps/ta_CDLCONCEALBABYSWALL.Tpo -c ta_CDLCONCEALBABYSWALL.c  -fPIC -DPIC -o .libs/ta_CDLCONCEALBABYSWALL.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLCONCEALBABYSWALL.lo -MD -MP -MF .deps/ta_CDLCONCEALBABYSWALL.Tpo -c ta_CDLCONCEALBABYSWALL.c -o ta_CDLCONCEALBABYSWALL.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLCONCEALBABYSWALL.Tpo .deps/ta_CDLCONCEALBABYSWALL.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLCOUNTERATTACK.lo -MD -MP -MF .deps/ta_CDLCOUNTERATTACK.Tpo -c -o ta_CDLCOUNTERATTACK.lo ta_CDLCOUNTERATTACK.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLCOUNTERATTACK.lo -MD -MP -MF .deps/ta_CDLCOUNTERATTACK.Tpo -c ta_CDLCOUNTERATTACK.c  -fPIC -DPIC -o .libs/ta_CDLCOUNTERATTACK.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLCOUNTERATTACK.lo -MD -MP -MF .deps/ta_CDLCOUNTERATTACK.Tpo -c ta_CDLCOUNTERATTACK.c -o ta_CDLCOUNTERATTACK.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLCOUNTERATTACK.Tpo .deps/ta_CDLCOUNTERATTACK.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLDARKCLOUDCOVER.lo -MD -MP -MF .deps/ta_CDLDARKCLOUDCOVER.Tpo -c -o ta_CDLDARKCLOUDCOVER.lo ta_CDLDARKCLOUDCOVER.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLDARKCLOUDCOVER.lo -MD -MP -MF .deps/ta_CDLDARKCLOUDCOVER.Tpo -c ta_CDLDARKCLOUDCOVER.c  -fPIC -DPIC -o .libs/ta_CDLDARKCLOUDCOVER.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLDARKCLOUDCOVER.lo -MD -MP -MF .deps/ta_CDLDARKCLOUDCOVER.Tpo -c ta_CDLDARKCLOUDCOVER.c -o ta_CDLDARKCLOUDCOVER.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLDARKCLOUDCOVER.Tpo .deps/ta_CDLDARKCLOUDCOVER.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLDOJI.lo -MD -MP -MF .deps/ta_CDLDOJI.Tpo -c -o ta_CDLDOJI.lo ta_CDLDOJI.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLDOJI.lo -MD -MP -MF .deps/ta_CDLDOJI.Tpo -c ta_CDLDOJI.c  -fPIC -DPIC -o .libs/ta_CDLDOJI.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLDOJI.lo -MD -MP -MF .deps/ta_CDLDOJI.Tpo -c ta_CDLDOJI.c -o ta_CDLDOJI.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLDOJI.Tpo .deps/ta_CDLDOJI.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLDOJISTAR.lo -MD -MP -MF .deps/ta_CDLDOJISTAR.Tpo -c -o ta_CDLDOJISTAR.lo ta_CDLDOJISTAR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLDOJISTAR.lo -MD -MP -MF .deps/ta_CDLDOJISTAR.Tpo -c ta_CDLDOJISTAR.c  -fPIC -DPIC -o .libs/ta_CDLDOJISTAR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLDOJISTAR.lo -MD -MP -MF .deps/ta_CDLDOJISTAR.Tpo -c ta_CDLDOJISTAR.c -o ta_CDLDOJISTAR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLDOJISTAR.Tpo .deps/ta_CDLDOJISTAR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLDRAGONFLYDOJI.lo -MD -MP -MF .deps/ta_CDLDRAGONFLYDOJI.Tpo -c -o ta_CDLDRAGONFLYDOJI.lo ta_CDLDRAGONFLYDOJI.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLDRAGONFLYDOJI.lo -MD -MP -MF .deps/ta_CDLDRAGONFLYDOJI.Tpo -c ta_CDLDRAGONFLYDOJI.c  -fPIC -DPIC -o .libs/ta_CDLDRAGONFLYDOJI.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLDRAGONFLYDOJI.lo -MD -MP -MF .deps/ta_CDLDRAGONFLYDOJI.Tpo -c ta_CDLDRAGONFLYDOJI.c -o ta_CDLDRAGONFLYDOJI.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLDRAGONFLYDOJI.Tpo .deps/ta_CDLDRAGONFLYDOJI.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLENGULFING.lo -MD -MP -MF .deps/ta_CDLENGULFING.Tpo -c -o ta_CDLENGULFING.lo ta_CDLENGULFING.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLENGULFING.lo -MD -MP -MF .deps/ta_CDLENGULFING.Tpo -c ta_CDLENGULFING.c  -fPIC -DPIC -o .libs/ta_CDLENGULFING.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLENGULFING.lo -MD -MP -MF .deps/ta_CDLENGULFING.Tpo -c ta_CDLENGULFING.c -o ta_CDLENGULFING.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLENGULFING.Tpo .deps/ta_CDLENGULFING.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLEVENINGDOJISTAR.lo -MD -MP -MF .deps/ta_CDLEVENINGDOJISTAR.Tpo -c -o ta_CDLEVENINGDOJISTAR.lo ta_CDLEVENINGDOJISTAR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLEVENINGDOJISTAR.lo -MD -MP -MF .deps/ta_CDLEVENINGDOJISTAR.Tpo -c ta_CDLEVENINGDOJISTAR.c  -fPIC -DPIC -o .libs/ta_CDLEVENINGDOJISTAR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLEVENINGDOJISTAR.lo -MD -MP -MF .deps/ta_CDLEVENINGDOJISTAR.Tpo -c ta_CDLEVENINGDOJISTAR.c -o ta_CDLEVENINGDOJISTAR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLEVENINGDOJISTAR.Tpo .deps/ta_CDLEVENINGDOJISTAR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLEVENINGSTAR.lo -MD -MP -MF .deps/ta_CDLEVENINGSTAR.Tpo -c -o ta_CDLEVENINGSTAR.lo ta_CDLEVENINGSTAR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLEVENINGSTAR.lo -MD -MP -MF .deps/ta_CDLEVENINGSTAR.Tpo -c ta_CDLEVENINGSTAR.c  -fPIC -DPIC -o .libs/ta_CDLEVENINGSTAR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLEVENINGSTAR.lo -MD -MP -MF .deps/ta_CDLEVENINGSTAR.Tpo -c ta_CDLEVENINGSTAR.c -o ta_CDLEVENINGSTAR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLEVENINGSTAR.Tpo .deps/ta_CDLEVENINGSTAR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLGAPSIDESIDEWHITE.lo -MD -MP -MF .deps/ta_CDLGAPSIDESIDEWHITE.Tpo -c -o ta_CDLGAPSIDESIDEWHITE.lo ta_CDLGAPSIDESIDEWHITE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLGAPSIDESIDEWHITE.lo -MD -MP -MF .deps/ta_CDLGAPSIDESIDEWHITE.Tpo -c ta_CDLGAPSIDESIDEWHITE.c  -fPIC -DPIC -o .libs/ta_CDLGAPSIDESIDEWHITE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLGAPSIDESIDEWHITE.lo -MD -MP -MF .deps/ta_CDLGAPSIDESIDEWHITE.Tpo -c ta_CDLGAPSIDESIDEWHITE.c -o ta_CDLGAPSIDESIDEWHITE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLGAPSIDESIDEWHITE.Tpo .deps/ta_CDLGAPSIDESIDEWHITE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLGRAVESTONEDOJI.lo -MD -MP -MF .deps/ta_CDLGRAVESTONEDOJI.Tpo -c -o ta_CDLGRAVESTONEDOJI.lo ta_CDLGRAVESTONEDOJI.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLGRAVESTONEDOJI.lo -MD -MP -MF .deps/ta_CDLGRAVESTONEDOJI.Tpo -c ta_CDLGRAVESTONEDOJI.c  -fPIC -DPIC -o .libs/ta_CDLGRAVESTONEDOJI.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLGRAVESTONEDOJI.lo -MD -MP -MF .deps/ta_CDLGRAVESTONEDOJI.Tpo -c ta_CDLGRAVESTONEDOJI.c -o ta_CDLGRAVESTONEDOJI.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLGRAVESTONEDOJI.Tpo .deps/ta_CDLGRAVESTONEDOJI.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLHAMMER.lo -MD -MP -MF .deps/ta_CDLHAMMER.Tpo -c -o ta_CDLHAMMER.lo ta_CDLHAMMER.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHAMMER.lo -MD -MP -MF .deps/ta_CDLHAMMER.Tpo -c ta_CDLHAMMER.c  -fPIC -DPIC -o .libs/ta_CDLHAMMER.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHAMMER.lo -MD -MP -MF .deps/ta_CDLHAMMER.Tpo -c ta_CDLHAMMER.c -o ta_CDLHAMMER.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLHAMMER.Tpo .deps/ta_CDLHAMMER.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLHANGINGMAN.lo -MD -MP -MF .deps/ta_CDLHANGINGMAN.Tpo -c -o ta_CDLHANGINGMAN.lo ta_CDLHANGINGMAN.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHANGINGMAN.lo -MD -MP -MF .deps/ta_CDLHANGINGMAN.Tpo -c ta_CDLHANGINGMAN.c  -fPIC -DPIC -o .libs/ta_CDLHANGINGMAN.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHANGINGMAN.lo -MD -MP -MF .deps/ta_CDLHANGINGMAN.Tpo -c ta_CDLHANGINGMAN.c -o ta_CDLHANGINGMAN.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLHANGINGMAN.Tpo .deps/ta_CDLHANGINGMAN.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLHARAMI.lo -MD -MP -MF .deps/ta_CDLHARAMI.Tpo -c -o ta_CDLHARAMI.lo ta_CDLHARAMI.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHARAMI.lo -MD -MP -MF .deps/ta_CDLHARAMI.Tpo -c ta_CDLHARAMI.c  -fPIC -DPIC -o .libs/ta_CDLHARAMI.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHARAMI.lo -MD -MP -MF .deps/ta_CDLHARAMI.Tpo -c ta_CDLHARAMI.c -o ta_CDLHARAMI.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLHARAMI.Tpo .deps/ta_CDLHARAMI.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLHARAMICROSS.lo -MD -MP -MF .deps/ta_CDLHARAMICROSS.Tpo -c -o ta_CDLHARAMICROSS.lo ta_CDLHARAMICROSS.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHARAMICROSS.lo -MD -MP -MF .deps/ta_CDLHARAMICROSS.Tpo -c ta_CDLHARAMICROSS.c  -fPIC -DPIC -o .libs/ta_CDLHARAMICROSS.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHARAMICROSS.lo -MD -MP -MF .deps/ta_CDLHARAMICROSS.Tpo -c ta_CDLHARAMICROSS.c -o ta_CDLHARAMICROSS.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLHARAMICROSS.Tpo .deps/ta_CDLHARAMICROSS.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLHIGHWAVE.lo -MD -MP -MF .deps/ta_CDLHIGHWAVE.Tpo -c -o ta_CDLHIGHWAVE.lo ta_CDLHIGHWAVE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHIGHWAVE.lo -MD -MP -MF .deps/ta_CDLHIGHWAVE.Tpo -c ta_CDLHIGHWAVE.c  -fPIC -DPIC -o .libs/ta_CDLHIGHWAVE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHIGHWAVE.lo -MD -MP -MF .deps/ta_CDLHIGHWAVE.Tpo -c ta_CDLHIGHWAVE.c -o ta_CDLHIGHWAVE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLHIGHWAVE.Tpo .deps/ta_CDLHIGHWAVE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLHIKKAKE.lo -MD -MP -MF .deps/ta_CDLHIKKAKE.Tpo -c -o ta_CDLHIKKAKE.lo ta_CDLHIKKAKE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHIKKAKE.lo -MD -MP -MF .deps/ta_CDLHIKKAKE.Tpo -c ta_CDLHIKKAKE.c  -fPIC -DPIC -o .libs/ta_CDLHIKKAKE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHIKKAKE.lo -MD -MP -MF .deps/ta_CDLHIKKAKE.Tpo -c ta_CDLHIKKAKE.c -o ta_CDLHIKKAKE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLHIKKAKE.Tpo .deps/ta_CDLHIKKAKE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLHIKKAKEMOD.lo -MD -MP -MF .deps/ta_CDLHIKKAKEMOD.Tpo -c -o ta_CDLHIKKAKEMOD.lo ta_CDLHIKKAKEMOD.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHIKKAKEMOD.lo -MD -MP -MF .deps/ta_CDLHIKKAKEMOD.Tpo -c ta_CDLHIKKAKEMOD.c  -fPIC -DPIC -o .libs/ta_CDLHIKKAKEMOD.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHIKKAKEMOD.lo -MD -MP -MF .deps/ta_CDLHIKKAKEMOD.Tpo -c ta_CDLHIKKAKEMOD.c -o ta_CDLHIKKAKEMOD.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLHIKKAKEMOD.Tpo .deps/ta_CDLHIKKAKEMOD.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLHOMINGPIGEON.lo -MD -MP -MF .deps/ta_CDLHOMINGPIGEON.Tpo -c -o ta_CDLHOMINGPIGEON.lo ta_CDLHOMINGPIGEON.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHOMINGPIGEON.lo -MD -MP -MF .deps/ta_CDLHOMINGPIGEON.Tpo -c ta_CDLHOMINGPIGEON.c  -fPIC -DPIC -o .libs/ta_CDLHOMINGPIGEON.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLHOMINGPIGEON.lo -MD -MP -MF .deps/ta_CDLHOMINGPIGEON.Tpo -c ta_CDLHOMINGPIGEON.c -o ta_CDLHOMINGPIGEON.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLHOMINGPIGEON.Tpo .deps/ta_CDLHOMINGPIGEON.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLIDENTICAL3CROWS.lo -MD -MP -MF .deps/ta_CDLIDENTICAL3CROWS.Tpo -c -o ta_CDLIDENTICAL3CROWS.lo ta_CDLIDENTICAL3CROWS.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLIDENTICAL3CROWS.lo -MD -MP -MF .deps/ta_CDLIDENTICAL3CROWS.Tpo -c ta_CDLIDENTICAL3CROWS.c  -fPIC -DPIC -o .libs/ta_CDLIDENTICAL3CROWS.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLIDENTICAL3CROWS.lo -MD -MP -MF .deps/ta_CDLIDENTICAL3CROWS.Tpo -c ta_CDLIDENTICAL3CROWS.c -o ta_CDLIDENTICAL3CROWS.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLIDENTICAL3CROWS.Tpo .deps/ta_CDLIDENTICAL3CROWS.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLINNECK.lo -MD -MP -MF .deps/ta_CDLINNECK.Tpo -c -o ta_CDLINNECK.lo ta_CDLINNECK.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLINNECK.lo -MD -MP -MF .deps/ta_CDLINNECK.Tpo -c ta_CDLINNECK.c  -fPIC -DPIC -o .libs/ta_CDLINNECK.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLINNECK.lo -MD -MP -MF .deps/ta_CDLINNECK.Tpo -c ta_CDLINNECK.c -o ta_CDLINNECK.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLINNECK.Tpo .deps/ta_CDLINNECK.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLINVERTEDHAMMER.lo -MD -MP -MF .deps/ta_CDLINVERTEDHAMMER.Tpo -c -o ta_CDLINVERTEDHAMMER.lo ta_CDLINVERTEDHAMMER.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLINVERTEDHAMMER.lo -MD -MP -MF .deps/ta_CDLINVERTEDHAMMER.Tpo -c ta_CDLINVERTEDHAMMER.c  -fPIC -DPIC -o .libs/ta_CDLINVERTEDHAMMER.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLINVERTEDHAMMER.lo -MD -MP -MF .deps/ta_CDLINVERTEDHAMMER.Tpo -c ta_CDLINVERTEDHAMMER.c -o ta_CDLINVERTEDHAMMER.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLINVERTEDHAMMER.Tpo .deps/ta_CDLINVERTEDHAMMER.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLKICKING.lo -MD -MP -MF .deps/ta_CDLKICKING.Tpo -c -o ta_CDLKICKING.lo ta_CDLKICKING.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLKICKING.lo -MD -MP -MF .deps/ta_CDLKICKING.Tpo -c ta_CDLKICKING.c  -fPIC -DPIC -o .libs/ta_CDLKICKING.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLKICKING.lo -MD -MP -MF .deps/ta_CDLKICKING.Tpo -c ta_CDLKICKING.c -o ta_CDLKICKING.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLKICKING.Tpo .deps/ta_CDLKICKING.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLKICKINGBYLENGTH.lo -MD -MP -MF .deps/ta_CDLKICKINGBYLENGTH.Tpo -c -o ta_CDLKICKINGBYLENGTH.lo ta_CDLKICKINGBYLENGTH.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLKICKINGBYLENGTH.lo -MD -MP -MF .deps/ta_CDLKICKINGBYLENGTH.Tpo -c ta_CDLKICKINGBYLENGTH.c  -fPIC -DPIC -o .libs/ta_CDLKICKINGBYLENGTH.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLKICKINGBYLENGTH.lo -MD -MP -MF .deps/ta_CDLKICKINGBYLENGTH.Tpo -c ta_CDLKICKINGBYLENGTH.c -o ta_CDLKICKINGBYLENGTH.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLKICKINGBYLENGTH.Tpo .deps/ta_CDLKICKINGBYLENGTH.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLLADDERBOTTOM.lo -MD -MP -MF .deps/ta_CDLLADDERBOTTOM.Tpo -c -o ta_CDLLADDERBOTTOM.lo ta_CDLLADDERBOTTOM.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLLADDERBOTTOM.lo -MD -MP -MF .deps/ta_CDLLADDERBOTTOM.Tpo -c ta_CDLLADDERBOTTOM.c  -fPIC -DPIC -o .libs/ta_CDLLADDERBOTTOM.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLLADDERBOTTOM.lo -MD -MP -MF .deps/ta_CDLLADDERBOTTOM.Tpo -c ta_CDLLADDERBOTTOM.c -o ta_CDLLADDERBOTTOM.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLLADDERBOTTOM.Tpo .deps/ta_CDLLADDERBOTTOM.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLLONGLEGGEDDOJI.lo -MD -MP -MF .deps/ta_CDLLONGLEGGEDDOJI.Tpo -c -o ta_CDLLONGLEGGEDDOJI.lo ta_CDLLONGLEGGEDDOJI.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLLONGLEGGEDDOJI.lo -MD -MP -MF .deps/ta_CDLLONGLEGGEDDOJI.Tpo -c ta_CDLLONGLEGGEDDOJI.c  -fPIC -DPIC -o .libs/ta_CDLLONGLEGGEDDOJI.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLLONGLEGGEDDOJI.lo -MD -MP -MF .deps/ta_CDLLONGLEGGEDDOJI.Tpo -c ta_CDLLONGLEGGEDDOJI.c -o ta_CDLLONGLEGGEDDOJI.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLLONGLEGGEDDOJI.Tpo .deps/ta_CDLLONGLEGGEDDOJI.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLLONGLINE.lo -MD -MP -MF .deps/ta_CDLLONGLINE.Tpo -c -o ta_CDLLONGLINE.lo ta_CDLLONGLINE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLLONGLINE.lo -MD -MP -MF .deps/ta_CDLLONGLINE.Tpo -c ta_CDLLONGLINE.c  -fPIC -DPIC -o .libs/ta_CDLLONGLINE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLLONGLINE.lo -MD -MP -MF .deps/ta_CDLLONGLINE.Tpo -c ta_CDLLONGLINE.c -o ta_CDLLONGLINE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLLONGLINE.Tpo .deps/ta_CDLLONGLINE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLMARUBOZU.lo -MD -MP -MF .deps/ta_CDLMARUBOZU.Tpo -c -o ta_CDLMARUBOZU.lo ta_CDLMARUBOZU.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLMARUBOZU.lo -MD -MP -MF .deps/ta_CDLMARUBOZU.Tpo -c ta_CDLMARUBOZU.c  -fPIC -DPIC -o .libs/ta_CDLMARUBOZU.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLMARUBOZU.lo -MD -MP -MF .deps/ta_CDLMARUBOZU.Tpo -c ta_CDLMARUBOZU.c -o ta_CDLMARUBOZU.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLMARUBOZU.Tpo .deps/ta_CDLMARUBOZU.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLMATCHINGLOW.lo -MD -MP -MF .deps/ta_CDLMATCHINGLOW.Tpo -c -o ta_CDLMATCHINGLOW.lo ta_CDLMATCHINGLOW.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLMATCHINGLOW.lo -MD -MP -MF .deps/ta_CDLMATCHINGLOW.Tpo -c ta_CDLMATCHINGLOW.c  -fPIC -DPIC -o .libs/ta_CDLMATCHINGLOW.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLMATCHINGLOW.lo -MD -MP -MF .deps/ta_CDLMATCHINGLOW.Tpo -c ta_CDLMATCHINGLOW.c -o ta_CDLMATCHINGLOW.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLMATCHINGLOW.Tpo .deps/ta_CDLMATCHINGLOW.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLMATHOLD.lo -MD -MP -MF .deps/ta_CDLMATHOLD.Tpo -c -o ta_CDLMATHOLD.lo ta_CDLMATHOLD.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLMATHOLD.lo -MD -MP -MF .deps/ta_CDLMATHOLD.Tpo -c ta_CDLMATHOLD.c  -fPIC -DPIC -o .libs/ta_CDLMATHOLD.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLMATHOLD.lo -MD -MP -MF .deps/ta_CDLMATHOLD.Tpo -c ta_CDLMATHOLD.c -o ta_CDLMATHOLD.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLMATHOLD.Tpo .deps/ta_CDLMATHOLD.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLMORNINGDOJISTAR.lo -MD -MP -MF .deps/ta_CDLMORNINGDOJISTAR.Tpo -c -o ta_CDLMORNINGDOJISTAR.lo ta_CDLMORNINGDOJISTAR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLMORNINGDOJISTAR.lo -MD -MP -MF .deps/ta_CDLMORNINGDOJISTAR.Tpo -c ta_CDLMORNINGDOJISTAR.c  -fPIC -DPIC -o .libs/ta_CDLMORNINGDOJISTAR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLMORNINGDOJISTAR.lo -MD -MP -MF .deps/ta_CDLMORNINGDOJISTAR.Tpo -c ta_CDLMORNINGDOJISTAR.c -o ta_CDLMORNINGDOJISTAR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLMORNINGDOJISTAR.Tpo .deps/ta_CDLMORNINGDOJISTAR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLMORNINGSTAR.lo -MD -MP -MF .deps/ta_CDLMORNINGSTAR.Tpo -c -o ta_CDLMORNINGSTAR.lo ta_CDLMORNINGSTAR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLMORNINGSTAR.lo -MD -MP -MF .deps/ta_CDLMORNINGSTAR.Tpo -c ta_CDLMORNINGSTAR.c  -fPIC -DPIC -o .libs/ta_CDLMORNINGSTAR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLMORNINGSTAR.lo -MD -MP -MF .deps/ta_CDLMORNINGSTAR.Tpo -c ta_CDLMORNINGSTAR.c -o ta_CDLMORNINGSTAR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLMORNINGSTAR.Tpo .deps/ta_CDLMORNINGSTAR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLONNECK.lo -MD -MP -MF .deps/ta_CDLONNECK.Tpo -c -o ta_CDLONNECK.lo ta_CDLONNECK.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLONNECK.lo -MD -MP -MF .deps/ta_CDLONNECK.Tpo -c ta_CDLONNECK.c  -fPIC -DPIC -o .libs/ta_CDLONNECK.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLONNECK.lo -MD -MP -MF .deps/ta_CDLONNECK.Tpo -c ta_CDLONNECK.c -o ta_CDLONNECK.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLONNECK.Tpo .deps/ta_CDLONNECK.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLPIERCING.lo -MD -MP -MF .deps/ta_CDLPIERCING.Tpo -c -o ta_CDLPIERCING.lo ta_CDLPIERCING.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLPIERCING.lo -MD -MP -MF .deps/ta_CDLPIERCING.Tpo -c ta_CDLPIERCING.c  -fPIC -DPIC -o .libs/ta_CDLPIERCING.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLPIERCING.lo -MD -MP -MF .deps/ta_CDLPIERCING.Tpo -c ta_CDLPIERCING.c -o ta_CDLPIERCING.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLPIERCING.Tpo .deps/ta_CDLPIERCING.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLRICKSHAWMAN.lo -MD -MP -MF .deps/ta_CDLRICKSHAWMAN.Tpo -c -o ta_CDLRICKSHAWMAN.lo ta_CDLRICKSHAWMAN.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLRICKSHAWMAN.lo -MD -MP -MF .deps/ta_CDLRICKSHAWMAN.Tpo -c ta_CDLRICKSHAWMAN.c  -fPIC -DPIC -o .libs/ta_CDLRICKSHAWMAN.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLRICKSHAWMAN.lo -MD -MP -MF .deps/ta_CDLRICKSHAWMAN.Tpo -c ta_CDLRICKSHAWMAN.c -o ta_CDLRICKSHAWMAN.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLRICKSHAWMAN.Tpo .deps/ta_CDLRICKSHAWMAN.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLRISEFALL3METHODS.lo -MD -MP -MF .deps/ta_CDLRISEFALL3METHODS.Tpo -c -o ta_CDLRISEFALL3METHODS.lo ta_CDLRISEFALL3METHODS.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLRISEFALL3METHODS.lo -MD -MP -MF .deps/ta_CDLRISEFALL3METHODS.Tpo -c ta_CDLRISEFALL3METHODS.c  -fPIC -DPIC -o .libs/ta_CDLRISEFALL3METHODS.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLRISEFALL3METHODS.lo -MD -MP -MF .deps/ta_CDLRISEFALL3METHODS.Tpo -c ta_CDLRISEFALL3METHODS.c -o ta_CDLRISEFALL3METHODS.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLRISEFALL3METHODS.Tpo .deps/ta_CDLRISEFALL3METHODS.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLSEPARATINGLINES.lo -MD -MP -MF .deps/ta_CDLSEPARATINGLINES.Tpo -c -o ta_CDLSEPARATINGLINES.lo ta_CDLSEPARATINGLINES.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLSEPARATINGLINES.lo -MD -MP -MF .deps/ta_CDLSEPARATINGLINES.Tpo -c ta_CDLSEPARATINGLINES.c  -fPIC -DPIC -o .libs/ta_CDLSEPARATINGLINES.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLSEPARATINGLINES.lo -MD -MP -MF .deps/ta_CDLSEPARATINGLINES.Tpo -c ta_CDLSEPARATINGLINES.c -o ta_CDLSEPARATINGLINES.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLSEPARATINGLINES.Tpo .deps/ta_CDLSEPARATINGLINES.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLSHOOTINGSTAR.lo -MD -MP -MF .deps/ta_CDLSHOOTINGSTAR.Tpo -c -o ta_CDLSHOOTINGSTAR.lo ta_CDLSHOOTINGSTAR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLSHOOTINGSTAR.lo -MD -MP -MF .deps/ta_CDLSHOOTINGSTAR.Tpo -c ta_CDLSHOOTINGSTAR.c  -fPIC -DPIC -o .libs/ta_CDLSHOOTINGSTAR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLSHOOTINGSTAR.lo -MD -MP -MF .deps/ta_CDLSHOOTINGSTAR.Tpo -c ta_CDLSHOOTINGSTAR.c -o ta_CDLSHOOTINGSTAR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLSHOOTINGSTAR.Tpo .deps/ta_CDLSHOOTINGSTAR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLSHORTLINE.lo -MD -MP -MF .deps/ta_CDLSHORTLINE.Tpo -c -o ta_CDLSHORTLINE.lo ta_CDLSHORTLINE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLSHORTLINE.lo -MD -MP -MF .deps/ta_CDLSHORTLINE.Tpo -c ta_CDLSHORTLINE.c  -fPIC -DPIC -o .libs/ta_CDLSHORTLINE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLSHORTLINE.lo -MD -MP -MF .deps/ta_CDLSHORTLINE.Tpo -c ta_CDLSHORTLINE.c -o ta_CDLSHORTLINE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLSHORTLINE.Tpo .deps/ta_CDLSHORTLINE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLSPINNINGTOP.lo -MD -MP -MF .deps/ta_CDLSPINNINGTOP.Tpo -c -o ta_CDLSPINNINGTOP.lo ta_CDLSPINNINGTOP.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLSPINNINGTOP.lo -MD -MP -MF .deps/ta_CDLSPINNINGTOP.Tpo -c ta_CDLSPINNINGTOP.c  -fPIC -DPIC -o .libs/ta_CDLSPINNINGTOP.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLSPINNINGTOP.lo -MD -MP -MF .deps/ta_CDLSPINNINGTOP.Tpo -c ta_CDLSPINNINGTOP.c -o ta_CDLSPINNINGTOP.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLSPINNINGTOP.Tpo .deps/ta_CDLSPINNINGTOP.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLSTALLEDPATTERN.lo -MD -MP -MF .deps/ta_CDLSTALLEDPATTERN.Tpo -c -o ta_CDLSTALLEDPATTERN.lo ta_CDLSTALLEDPATTERN.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLSTALLEDPATTERN.lo -MD -MP -MF .deps/ta_CDLSTALLEDPATTERN.Tpo -c ta_CDLSTALLEDPATTERN.c  -fPIC -DPIC -o .libs/ta_CDLSTALLEDPATTERN.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLSTALLEDPATTERN.lo -MD -MP -MF .deps/ta_CDLSTALLEDPATTERN.Tpo -c ta_CDLSTALLEDPATTERN.c -o ta_CDLSTALLEDPATTERN.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLSTALLEDPATTERN.Tpo .deps/ta_CDLSTALLEDPATTERN.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLSTICKSANDWICH.lo -MD -MP -MF .deps/ta_CDLSTICKSANDWICH.Tpo -c -o ta_CDLSTICKSANDWICH.lo ta_CDLSTICKSANDWICH.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLSTICKSANDWICH.lo -MD -MP -MF .deps/ta_CDLSTICKSANDWICH.Tpo -c ta_CDLSTICKSANDWICH.c  -fPIC -DPIC -o .libs/ta_CDLSTICKSANDWICH.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLSTICKSANDWICH.lo -MD -MP -MF .deps/ta_CDLSTICKSANDWICH.Tpo -c ta_CDLSTICKSANDWICH.c -o ta_CDLSTICKSANDWICH.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLSTICKSANDWICH.Tpo .deps/ta_CDLSTICKSANDWICH.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLTAKURI.lo -MD -MP -MF .deps/ta_CDLTAKURI.Tpo -c -o ta_CDLTAKURI.lo ta_CDLTAKURI.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLTAKURI.lo -MD -MP -MF .deps/ta_CDLTAKURI.Tpo -c ta_CDLTAKURI.c  -fPIC -DPIC -o .libs/ta_CDLTAKURI.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLTAKURI.lo -MD -MP -MF .deps/ta_CDLTAKURI.Tpo -c ta_CDLTAKURI.c -o ta_CDLTAKURI.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLTAKURI.Tpo .deps/ta_CDLTAKURI.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLTASUKIGAP.lo -MD -MP -MF .deps/ta_CDLTASUKIGAP.Tpo -c -o ta_CDLTASUKIGAP.lo ta_CDLTASUKIGAP.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLTASUKIGAP.lo -MD -MP -MF .deps/ta_CDLTASUKIGAP.Tpo -c ta_CDLTASUKIGAP.c  -fPIC -DPIC -o .libs/ta_CDLTASUKIGAP.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLTASUKIGAP.lo -MD -MP -MF .deps/ta_CDLTASUKIGAP.Tpo -c ta_CDLTASUKIGAP.c -o ta_CDLTASUKIGAP.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLTASUKIGAP.Tpo .deps/ta_CDLTASUKIGAP.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLTHRUSTING.lo -MD -MP -MF .deps/ta_CDLTHRUSTING.Tpo -c -o ta_CDLTHRUSTING.lo ta_CDLTHRUSTING.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLTHRUSTING.lo -MD -MP -MF .deps/ta_CDLTHRUSTING.Tpo -c ta_CDLTHRUSTING.c  -fPIC -DPIC -o .libs/ta_CDLTHRUSTING.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLTHRUSTING.lo -MD -MP -MF .deps/ta_CDLTHRUSTING.Tpo -c ta_CDLTHRUSTING.c -o ta_CDLTHRUSTING.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLTHRUSTING.Tpo .deps/ta_CDLTHRUSTING.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLTRISTAR.lo -MD -MP -MF .deps/ta_CDLTRISTAR.Tpo -c -o ta_CDLTRISTAR.lo ta_CDLTRISTAR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLTRISTAR.lo -MD -MP -MF .deps/ta_CDLTRISTAR.Tpo -c ta_CDLTRISTAR.c  -fPIC -DPIC -o .libs/ta_CDLTRISTAR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLTRISTAR.lo -MD -MP -MF .deps/ta_CDLTRISTAR.Tpo -c ta_CDLTRISTAR.c -o ta_CDLTRISTAR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLTRISTAR.Tpo .deps/ta_CDLTRISTAR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLUNIQUE3RIVER.lo -MD -MP -MF .deps/ta_CDLUNIQUE3RIVER.Tpo -c -o ta_CDLUNIQUE3RIVER.lo ta_CDLUNIQUE3RIVER.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLUNIQUE3RIVER.lo -MD -MP -MF .deps/ta_CDLUNIQUE3RIVER.Tpo -c ta_CDLUNIQUE3RIVER.c  -fPIC -DPIC -o .libs/ta_CDLUNIQUE3RIVER.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLUNIQUE3RIVER.lo -MD -MP -MF .deps/ta_CDLUNIQUE3RIVER.Tpo -c ta_CDLUNIQUE3RIVER.c -o ta_CDLUNIQUE3RIVER.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLUNIQUE3RIVER.Tpo .deps/ta_CDLUNIQUE3RIVER.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLUPSIDEGAP2CROWS.lo -MD -MP -MF .deps/ta_CDLUPSIDEGAP2CROWS.Tpo -c -o ta_CDLUPSIDEGAP2CROWS.lo ta_CDLUPSIDEGAP2CROWS.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLUPSIDEGAP2CROWS.lo -MD -MP -MF .deps/ta_CDLUPSIDEGAP2CROWS.Tpo -c ta_CDLUPSIDEGAP2CROWS.c  -fPIC -DPIC -o .libs/ta_CDLUPSIDEGAP2CROWS.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLUPSIDEGAP2CROWS.lo -MD -MP -MF .deps/ta_CDLUPSIDEGAP2CROWS.Tpo -c ta_CDLUPSIDEGAP2CROWS.c -o ta_CDLUPSIDEGAP2CROWS.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLUPSIDEGAP2CROWS.Tpo .deps/ta_CDLUPSIDEGAP2CROWS.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CDLXSIDEGAP3METHODS.lo -MD -MP -MF .deps/ta_CDLXSIDEGAP3METHODS.Tpo -c -o ta_CDLXSIDEGAP3METHODS.lo ta_CDLXSIDEGAP3METHODS.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLXSIDEGAP3METHODS.lo -MD -MP -MF .deps/ta_CDLXSIDEGAP3METHODS.Tpo -c ta_CDLXSIDEGAP3METHODS.c  -fPIC -DPIC -o .libs/ta_CDLXSIDEGAP3METHODS.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CDLXSIDEGAP3METHODS.lo -MD -MP -MF .deps/ta_CDLXSIDEGAP3METHODS.Tpo -c ta_CDLXSIDEGAP3METHODS.c -o ta_CDLXSIDEGAP3METHODS.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CDLXSIDEGAP3METHODS.Tpo .deps/ta_CDLXSIDEGAP3METHODS.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CEIL.lo -MD -MP -MF .deps/ta_CEIL.Tpo -c -o ta_CEIL.lo ta_CEIL.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CEIL.lo -MD -MP -MF .deps/ta_CEIL.Tpo -c ta_CEIL.c  -fPIC -DPIC -o .libs/ta_CEIL.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CEIL.lo -MD -MP -MF .deps/ta_CEIL.Tpo -c ta_CEIL.c -o ta_CEIL.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CEIL.Tpo .deps/ta_CEIL.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CMO.lo -MD -MP -MF .deps/ta_CMO.Tpo -c -o ta_CMO.lo ta_CMO.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CMO.lo -MD -MP -MF .deps/ta_CMO.Tpo -c ta_CMO.c  -fPIC -DPIC -o .libs/ta_CMO.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CMO.lo -MD -MP -MF .deps/ta_CMO.Tpo -c ta_CMO.c -o ta_CMO.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CMO.Tpo .deps/ta_CMO.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_CORREL.lo -MD -MP -MF .deps/ta_CORREL.Tpo -c -o ta_CORREL.lo ta_CORREL.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CORREL.lo -MD -MP -MF .deps/ta_CORREL.Tpo -c ta_CORREL.c  -fPIC -DPIC -o .libs/ta_CORREL.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_CORREL.lo -MD -MP -MF .deps/ta_CORREL.Tpo -c ta_CORREL.c -o ta_CORREL.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_CORREL.Tpo .deps/ta_CORREL.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_COS.lo -MD -MP -MF .deps/ta_COS.Tpo -c -o ta_COS.lo ta_COS.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_COS.lo -MD -MP -MF .deps/ta_COS.Tpo -c ta_COS.c  -fPIC -DPIC -o .libs/ta_COS.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_COS.lo -MD -MP -MF .deps/ta_COS.Tpo -c ta_COS.c -o ta_COS.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_COS.Tpo .deps/ta_COS.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_COSH.lo -MD -MP -MF .deps/ta_COSH.Tpo -c -o ta_COSH.lo ta_COSH.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_COSH.lo -MD -MP -MF .deps/ta_COSH.Tpo -c ta_COSH.c  -fPIC -DPIC -o .libs/ta_COSH.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_COSH.lo -MD -MP -MF .deps/ta_COSH.Tpo -c ta_COSH.c -o ta_COSH.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_COSH.Tpo .deps/ta_COSH.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_DEMA.lo -MD -MP -MF .deps/ta_DEMA.Tpo -c -o ta_DEMA.lo ta_DEMA.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_DEMA.lo -MD -MP -MF .deps/ta_DEMA.Tpo -c ta_DEMA.c  -fPIC -DPIC -o .libs/ta_DEMA.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_DEMA.lo -MD -MP -MF .deps/ta_DEMA.Tpo -c ta_DEMA.c -o ta_DEMA.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_DEMA.Tpo .deps/ta_DEMA.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_DIV.lo -MD -MP -MF .deps/ta_DIV.Tpo -c -o ta_DIV.lo ta_DIV.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_DIV.lo -MD -MP -MF .deps/ta_DIV.Tpo -c ta_DIV.c  -fPIC -DPIC -o .libs/ta_DIV.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_DIV.lo -MD -MP -MF .deps/ta_DIV.Tpo -c ta_DIV.c -o ta_DIV.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_DIV.Tpo .deps/ta_DIV.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_DX.lo -MD -MP -MF .deps/ta_DX.Tpo -c -o ta_DX.lo ta_DX.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_DX.lo -MD -MP -MF .deps/ta_DX.Tpo -c ta_DX.c  -fPIC -DPIC -o .libs/ta_DX.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_DX.lo -MD -MP -MF .deps/ta_DX.Tpo -c ta_DX.c -o ta_DX.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_DX.Tpo .deps/ta_DX.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_EMA.lo -MD -MP -MF .deps/ta_EMA.Tpo -c -o ta_EMA.lo ta_EMA.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_EMA.lo -MD -MP -MF .deps/ta_EMA.Tpo -c ta_EMA.c  -fPIC -DPIC -o .libs/ta_EMA.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_EMA.lo -MD -MP -MF .deps/ta_EMA.Tpo -c ta_EMA.c -o ta_EMA.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_EMA.Tpo .deps/ta_EMA.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_EXP.lo -MD -MP -MF .deps/ta_EXP.Tpo -c -o ta_EXP.lo ta_EXP.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_EXP.lo -MD -MP -MF .deps/ta_EXP.Tpo -c ta_EXP.c  -fPIC -DPIC -o .libs/ta_EXP.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_EXP.lo -MD -MP -MF .deps/ta_EXP.Tpo -c ta_EXP.c -o ta_EXP.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_EXP.Tpo .deps/ta_EXP.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_FLOOR.lo -MD -MP -MF .deps/ta_FLOOR.Tpo -c -o ta_FLOOR.lo ta_FLOOR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_FLOOR.lo -MD -MP -MF .deps/ta_FLOOR.Tpo -c ta_FLOOR.c  -fPIC -DPIC -o .libs/ta_FLOOR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_FLOOR.lo -MD -MP -MF .deps/ta_FLOOR.Tpo -c ta_FLOOR.c -o ta_FLOOR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_FLOOR.Tpo .deps/ta_FLOOR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_HT_DCPERIOD.lo -MD -MP -MF .deps/ta_HT_DCPERIOD.Tpo -c -o ta_HT_DCPERIOD.lo ta_HT_DCPERIOD.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_HT_DCPERIOD.lo -MD -MP -MF .deps/ta_HT_DCPERIOD.Tpo -c ta_HT_DCPERIOD.c  -fPIC -DPIC -o .libs/ta_HT_DCPERIOD.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_HT_DCPERIOD.lo -MD -MP -MF .deps/ta_HT_DCPERIOD.Tpo -c ta_HT_DCPERIOD.c -o ta_HT_DCPERIOD.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_HT_DCPERIOD.Tpo .deps/ta_HT_DCPERIOD.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_HT_DCPHASE.lo -MD -MP -MF .deps/ta_HT_DCPHASE.Tpo -c -o ta_HT_DCPHASE.lo ta_HT_DCPHASE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_HT_DCPHASE.lo -MD -MP -MF .deps/ta_HT_DCPHASE.Tpo -c ta_HT_DCPHASE.c  -fPIC -DPIC -o .libs/ta_HT_DCPHASE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_HT_DCPHASE.lo -MD -MP -MF .deps/ta_HT_DCPHASE.Tpo -c ta_HT_DCPHASE.c -o ta_HT_DCPHASE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_HT_DCPHASE.Tpo .deps/ta_HT_DCPHASE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_HT_PHASOR.lo -MD -MP -MF .deps/ta_HT_PHASOR.Tpo -c -o ta_HT_PHASOR.lo ta_HT_PHASOR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_HT_PHASOR.lo -MD -MP -MF .deps/ta_HT_PHASOR.Tpo -c ta_HT_PHASOR.c  -fPIC -DPIC -o .libs/ta_HT_PHASOR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_HT_PHASOR.lo -MD -MP -MF .deps/ta_HT_PHASOR.Tpo -c ta_HT_PHASOR.c -o ta_HT_PHASOR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_HT_PHASOR.Tpo .deps/ta_HT_PHASOR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_HT_SINE.lo -MD -MP -MF .deps/ta_HT_SINE.Tpo -c -o ta_HT_SINE.lo ta_HT_SINE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_HT_SINE.lo -MD -MP -MF .deps/ta_HT_SINE.Tpo -c ta_HT_SINE.c  -fPIC -DPIC -o .libs/ta_HT_SINE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_HT_SINE.lo -MD -MP -MF .deps/ta_HT_SINE.Tpo -c ta_HT_SINE.c -o ta_HT_SINE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_HT_SINE.Tpo .deps/ta_HT_SINE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_HT_TRENDLINE.lo -MD -MP -MF .deps/ta_HT_TRENDLINE.Tpo -c -o ta_HT_TRENDLINE.lo ta_HT_TRENDLINE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_HT_TRENDLINE.lo -MD -MP -MF .deps/ta_HT_TRENDLINE.Tpo -c ta_HT_TRENDLINE.c  -fPIC -DPIC -o .libs/ta_HT_TRENDLINE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_HT_TRENDLINE.lo -MD -MP -MF .deps/ta_HT_TRENDLINE.Tpo -c ta_HT_TRENDLINE.c -o ta_HT_TRENDLINE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_HT_TRENDLINE.Tpo .deps/ta_HT_TRENDLINE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_HT_TRENDMODE.lo -MD -MP -MF .deps/ta_HT_TRENDMODE.Tpo -c -o ta_HT_TRENDMODE.lo ta_HT_TRENDMODE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_HT_TRENDMODE.lo -MD -MP -MF .deps/ta_HT_TRENDMODE.Tpo -c ta_HT_TRENDMODE.c  -fPIC -DPIC -o .libs/ta_HT_TRENDMODE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_HT_TRENDMODE.lo -MD -MP -MF .deps/ta_HT_TRENDMODE.Tpo -c ta_HT_TRENDMODE.c -o ta_HT_TRENDMODE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_HT_TRENDMODE.Tpo .deps/ta_HT_TRENDMODE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_KAMA.lo -MD -MP -MF .deps/ta_KAMA.Tpo -c -o ta_KAMA.lo ta_KAMA.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_KAMA.lo -MD -MP -MF .deps/ta_KAMA.Tpo -c ta_KAMA.c  -fPIC -DPIC -o .libs/ta_KAMA.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_KAMA.lo -MD -MP -MF .deps/ta_KAMA.Tpo -c ta_KAMA.c -o ta_KAMA.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_KAMA.Tpo .deps/ta_KAMA.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_LINEARREG.lo -MD -MP -MF .deps/ta_LINEARREG.Tpo -c -o ta_LINEARREG.lo ta_LINEARREG.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_LINEARREG.lo -MD -MP -MF .deps/ta_LINEARREG.Tpo -c ta_LINEARREG.c  -fPIC -DPIC -o .libs/ta_LINEARREG.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_LINEARREG.lo -MD -MP -MF .deps/ta_LINEARREG.Tpo -c ta_LINEARREG.c -o ta_LINEARREG.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_LINEARREG.Tpo .deps/ta_LINEARREG.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_LINEARREG_ANGLE.lo -MD -MP -MF .deps/ta_LINEARREG_ANGLE.Tpo -c -o ta_LINEARREG_ANGLE.lo ta_LINEARREG_ANGLE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_LINEARREG_ANGLE.lo -MD -MP -MF .deps/ta_LINEARREG_ANGLE.Tpo -c ta_LINEARREG_ANGLE.c  -fPIC -DPIC -o .libs/ta_LINEARREG_ANGLE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_LINEARREG_ANGLE.lo -MD -MP -MF .deps/ta_LINEARREG_ANGLE.Tpo -c ta_LINEARREG_ANGLE.c -o ta_LINEARREG_ANGLE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_LINEARREG_ANGLE.Tpo .deps/ta_LINEARREG_ANGLE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_LINEARREG_INTERCEPT.lo -MD -MP -MF .deps/ta_LINEARREG_INTERCEPT.Tpo -c -o ta_LINEARREG_INTERCEPT.lo ta_LINEARREG_INTERCEPT.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_LINEARREG_INTERCEPT.lo -MD -MP -MF .deps/ta_LINEARREG_INTERCEPT.Tpo -c ta_LINEARREG_INTERCEPT.c  -fPIC -DPIC -o .libs/ta_LINEARREG_INTERCEPT.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_LINEARREG_INTERCEPT.lo -MD -MP -MF .deps/ta_LINEARREG_INTERCEPT.Tpo -c ta_LINEARREG_INTERCEPT.c -o ta_LINEARREG_INTERCEPT.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_LINEARREG_INTERCEPT.Tpo .deps/ta_LINEARREG_INTERCEPT.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_LINEARREG_SLOPE.lo -MD -MP -MF .deps/ta_LINEARREG_SLOPE.Tpo -c -o ta_LINEARREG_SLOPE.lo ta_LINEARREG_SLOPE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_LINEARREG_SLOPE.lo -MD -MP -MF .deps/ta_LINEARREG_SLOPE.Tpo -c ta_LINEARREG_SLOPE.c  -fPIC -DPIC -o .libs/ta_LINEARREG_SLOPE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_LINEARREG_SLOPE.lo -MD -MP -MF .deps/ta_LINEARREG_SLOPE.Tpo -c ta_LINEARREG_SLOPE.c -o ta_LINEARREG_SLOPE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_LINEARREG_SLOPE.Tpo .deps/ta_LINEARREG_SLOPE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_LN.lo -MD -MP -MF .deps/ta_LN.Tpo -c -o ta_LN.lo ta_LN.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_LN.lo -MD -MP -MF .deps/ta_LN.Tpo -c ta_LN.c  -fPIC -DPIC -o .libs/ta_LN.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_LN.lo -MD -MP -MF .deps/ta_LN.Tpo -c ta_LN.c -o ta_LN.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_LN.Tpo .deps/ta_LN.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_LOG10.lo -MD -MP -MF .deps/ta_LOG10.Tpo -c -o ta_LOG10.lo ta_LOG10.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_LOG10.lo -MD -MP -MF .deps/ta_LOG10.Tpo -c ta_LOG10.c  -fPIC -DPIC -o .libs/ta_LOG10.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_LOG10.lo -MD -MP -MF .deps/ta_LOG10.Tpo -c ta_LOG10.c -o ta_LOG10.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_LOG10.Tpo .deps/ta_LOG10.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MA.lo -MD -MP -MF .deps/ta_MA.Tpo -c -o ta_MA.lo ta_MA.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MA.lo -MD -MP -MF .deps/ta_MA.Tpo -c ta_MA.c  -fPIC -DPIC -o .libs/ta_MA.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MA.lo -MD -MP -MF .deps/ta_MA.Tpo -c ta_MA.c -o ta_MA.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MA.Tpo .deps/ta_MA.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MACD.lo -MD -MP -MF .deps/ta_MACD.Tpo -c -o ta_MACD.lo ta_MACD.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MACD.lo -MD -MP -MF .deps/ta_MACD.Tpo -c ta_MACD.c  -fPIC -DPIC -o .libs/ta_MACD.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MACD.lo -MD -MP -MF .deps/ta_MACD.Tpo -c ta_MACD.c -o ta_MACD.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MACD.Tpo .deps/ta_MACD.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MACDEXT.lo -MD -MP -MF .deps/ta_MACDEXT.Tpo -c -o ta_MACDEXT.lo ta_MACDEXT.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MACDEXT.lo -MD -MP -MF .deps/ta_MACDEXT.Tpo -c ta_MACDEXT.c  -fPIC -DPIC -o .libs/ta_MACDEXT.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MACDEXT.lo -MD -MP -MF .deps/ta_MACDEXT.Tpo -c ta_MACDEXT.c -o ta_MACDEXT.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MACDEXT.Tpo .deps/ta_MACDEXT.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MACDFIX.lo -MD -MP -MF .deps/ta_MACDFIX.Tpo -c -o ta_MACDFIX.lo ta_MACDFIX.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MACDFIX.lo -MD -MP -MF .deps/ta_MACDFIX.Tpo -c ta_MACDFIX.c  -fPIC -DPIC -o .libs/ta_MACDFIX.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MACDFIX.lo -MD -MP -MF .deps/ta_MACDFIX.Tpo -c ta_MACDFIX.c -o ta_MACDFIX.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MACDFIX.Tpo .deps/ta_MACDFIX.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MAMA.lo -MD -MP -MF .deps/ta_MAMA.Tpo -c -o ta_MAMA.lo ta_MAMA.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MAMA.lo -MD -MP -MF .deps/ta_MAMA.Tpo -c ta_MAMA.c  -fPIC -DPIC -o .libs/ta_MAMA.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MAMA.lo -MD -MP -MF .deps/ta_MAMA.Tpo -c ta_MAMA.c -o ta_MAMA.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MAMA.Tpo .deps/ta_MAMA.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MAVP.lo -MD -MP -MF .deps/ta_MAVP.Tpo -c -o ta_MAVP.lo ta_MAVP.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MAVP.lo -MD -MP -MF .deps/ta_MAVP.Tpo -c ta_MAVP.c  -fPIC -DPIC -o .libs/ta_MAVP.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MAVP.lo -MD -MP -MF .deps/ta_MAVP.Tpo -c ta_MAVP.c -o ta_MAVP.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MAVP.Tpo .deps/ta_MAVP.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MAX.lo -MD -MP -MF .deps/ta_MAX.Tpo -c -o ta_MAX.lo ta_MAX.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MAX.lo -MD -MP -MF .deps/ta_MAX.Tpo -c ta_MAX.c  -fPIC -DPIC -o .libs/ta_MAX.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MAX.lo -MD -MP -MF .deps/ta_MAX.Tpo -c ta_MAX.c -o ta_MAX.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MAX.Tpo .deps/ta_MAX.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MAXINDEX.lo -MD -MP -MF .deps/ta_MAXINDEX.Tpo -c -o ta_MAXINDEX.lo ta_MAXINDEX.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MAXINDEX.lo -MD -MP -MF .deps/ta_MAXINDEX.Tpo -c ta_MAXINDEX.c  -fPIC -DPIC -o .libs/ta_MAXINDEX.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MAXINDEX.lo -MD -MP -MF .deps/ta_MAXINDEX.Tpo -c ta_MAXINDEX.c -o ta_MAXINDEX.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MAXINDEX.Tpo .deps/ta_MAXINDEX.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MEDPRICE.lo -MD -MP -MF .deps/ta_MEDPRICE.Tpo -c -o ta_MEDPRICE.lo ta_MEDPRICE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MEDPRICE.lo -MD -MP -MF .deps/ta_MEDPRICE.Tpo -c ta_MEDPRICE.c  -fPIC -DPIC -o .libs/ta_MEDPRICE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MEDPRICE.lo -MD -MP -MF .deps/ta_MEDPRICE.Tpo -c ta_MEDPRICE.c -o ta_MEDPRICE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MEDPRICE.Tpo .deps/ta_MEDPRICE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MFI.lo -MD -MP -MF .deps/ta_MFI.Tpo -c -o ta_MFI.lo ta_MFI.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MFI.lo -MD -MP -MF .deps/ta_MFI.Tpo -c ta_MFI.c  -fPIC -DPIC -o .libs/ta_MFI.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MFI.lo -MD -MP -MF .deps/ta_MFI.Tpo -c ta_MFI.c -o ta_MFI.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MFI.Tpo .deps/ta_MFI.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MIDPOINT.lo -MD -MP -MF .deps/ta_MIDPOINT.Tpo -c -o ta_MIDPOINT.lo ta_MIDPOINT.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MIDPOINT.lo -MD -MP -MF .deps/ta_MIDPOINT.Tpo -c ta_MIDPOINT.c  -fPIC -DPIC -o .libs/ta_MIDPOINT.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MIDPOINT.lo -MD -MP -MF .deps/ta_MIDPOINT.Tpo -c ta_MIDPOINT.c -o ta_MIDPOINT.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MIDPOINT.Tpo .deps/ta_MIDPOINT.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MIDPRICE.lo -MD -MP -MF .deps/ta_MIDPRICE.Tpo -c -o ta_MIDPRICE.lo ta_MIDPRICE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MIDPRICE.lo -MD -MP -MF .deps/ta_MIDPRICE.Tpo -c ta_MIDPRICE.c  -fPIC -DPIC -o .libs/ta_MIDPRICE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MIDPRICE.lo -MD -MP -MF .deps/ta_MIDPRICE.Tpo -c ta_MIDPRICE.c -o ta_MIDPRICE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MIDPRICE.Tpo .deps/ta_MIDPRICE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MIN.lo -MD -MP -MF .deps/ta_MIN.Tpo -c -o ta_MIN.lo ta_MIN.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MIN.lo -MD -MP -MF .deps/ta_MIN.Tpo -c ta_MIN.c  -fPIC -DPIC -o .libs/ta_MIN.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MIN.lo -MD -MP -MF .deps/ta_MIN.Tpo -c ta_MIN.c -o ta_MIN.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MIN.Tpo .deps/ta_MIN.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MININDEX.lo -MD -MP -MF .deps/ta_MININDEX.Tpo -c -o ta_MININDEX.lo ta_MININDEX.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MININDEX.lo -MD -MP -MF .deps/ta_MININDEX.Tpo -c ta_MININDEX.c  -fPIC -DPIC -o .libs/ta_MININDEX.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MININDEX.lo -MD -MP -MF .deps/ta_MININDEX.Tpo -c ta_MININDEX.c -o ta_MININDEX.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MININDEX.Tpo .deps/ta_MININDEX.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MINMAX.lo -MD -MP -MF .deps/ta_MINMAX.Tpo -c -o ta_MINMAX.lo ta_MINMAX.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MINMAX.lo -MD -MP -MF .deps/ta_MINMAX.Tpo -c ta_MINMAX.c  -fPIC -DPIC -o .libs/ta_MINMAX.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MINMAX.lo -MD -MP -MF .deps/ta_MINMAX.Tpo -c ta_MINMAX.c -o ta_MINMAX.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MINMAX.Tpo .deps/ta_MINMAX.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MINMAXINDEX.lo -MD -MP -MF .deps/ta_MINMAXINDEX.Tpo -c -o ta_MINMAXINDEX.lo ta_MINMAXINDEX.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MINMAXINDEX.lo -MD -MP -MF .deps/ta_MINMAXINDEX.Tpo -c ta_MINMAXINDEX.c  -fPIC -DPIC -o .libs/ta_MINMAXINDEX.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MINMAXINDEX.lo -MD -MP -MF .deps/ta_MINMAXINDEX.Tpo -c ta_MINMAXINDEX.c -o ta_MINMAXINDEX.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MINMAXINDEX.Tpo .deps/ta_MINMAXINDEX.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MINUS_DI.lo -MD -MP -MF .deps/ta_MINUS_DI.Tpo -c -o ta_MINUS_DI.lo ta_MINUS_DI.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MINUS_DI.lo -MD -MP -MF .deps/ta_MINUS_DI.Tpo -c ta_MINUS_DI.c  -fPIC -DPIC -o .libs/ta_MINUS_DI.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MINUS_DI.lo -MD -MP -MF .deps/ta_MINUS_DI.Tpo -c ta_MINUS_DI.c -o ta_MINUS_DI.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MINUS_DI.Tpo .deps/ta_MINUS_DI.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MINUS_DM.lo -MD -MP -MF .deps/ta_MINUS_DM.Tpo -c -o ta_MINUS_DM.lo ta_MINUS_DM.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MINUS_DM.lo -MD -MP -MF .deps/ta_MINUS_DM.Tpo -c ta_MINUS_DM.c  -fPIC -DPIC -o .libs/ta_MINUS_DM.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MINUS_DM.lo -MD -MP -MF .deps/ta_MINUS_DM.Tpo -c ta_MINUS_DM.c -o ta_MINUS_DM.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MINUS_DM.Tpo .deps/ta_MINUS_DM.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MOM.lo -MD -MP -MF .deps/ta_MOM.Tpo -c -o ta_MOM.lo ta_MOM.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MOM.lo -MD -MP -MF .deps/ta_MOM.Tpo -c ta_MOM.c  -fPIC -DPIC -o .libs/ta_MOM.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MOM.lo -MD -MP -MF .deps/ta_MOM.Tpo -c ta_MOM.c -o ta_MOM.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MOM.Tpo .deps/ta_MOM.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_MULT.lo -MD -MP -MF .deps/ta_MULT.Tpo -c -o ta_MULT.lo ta_MULT.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MULT.lo -MD -MP -MF .deps/ta_MULT.Tpo -c ta_MULT.c  -fPIC -DPIC -o .libs/ta_MULT.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_MULT.lo -MD -MP -MF .deps/ta_MULT.Tpo -c ta_MULT.c -o ta_MULT.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_MULT.Tpo .deps/ta_MULT.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_NATR.lo -MD -MP -MF .deps/ta_NATR.Tpo -c -o ta_NATR.lo ta_NATR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_NATR.lo -MD -MP -MF .deps/ta_NATR.Tpo -c ta_NATR.c  -fPIC -DPIC -o .libs/ta_NATR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_NATR.lo -MD -MP -MF .deps/ta_NATR.Tpo -c ta_NATR.c -o ta_NATR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_NATR.Tpo .deps/ta_NATR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_OBV.lo -MD -MP -MF .deps/ta_OBV.Tpo -c -o ta_OBV.lo ta_OBV.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_OBV.lo -MD -MP -MF .deps/ta_OBV.Tpo -c ta_OBV.c  -fPIC -DPIC -o .libs/ta_OBV.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_OBV.lo -MD -MP -MF .deps/ta_OBV.Tpo -c ta_OBV.c -o ta_OBV.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_OBV.Tpo .deps/ta_OBV.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_PLUS_DI.lo -MD -MP -MF .deps/ta_PLUS_DI.Tpo -c -o ta_PLUS_DI.lo ta_PLUS_DI.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_PLUS_DI.lo -MD -MP -MF .deps/ta_PLUS_DI.Tpo -c ta_PLUS_DI.c  -fPIC -DPIC -o .libs/ta_PLUS_DI.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_PLUS_DI.lo -MD -MP -MF .deps/ta_PLUS_DI.Tpo -c ta_PLUS_DI.c -o ta_PLUS_DI.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_PLUS_DI.Tpo .deps/ta_PLUS_DI.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_PLUS_DM.lo -MD -MP -MF .deps/ta_PLUS_DM.Tpo -c -o ta_PLUS_DM.lo ta_PLUS_DM.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_PLUS_DM.lo -MD -MP -MF .deps/ta_PLUS_DM.Tpo -c ta_PLUS_DM.c  -fPIC -DPIC -o .libs/ta_PLUS_DM.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_PLUS_DM.lo -MD -MP -MF .deps/ta_PLUS_DM.Tpo -c ta_PLUS_DM.c -o ta_PLUS_DM.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_PLUS_DM.Tpo .deps/ta_PLUS_DM.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_PPO.lo -MD -MP -MF .deps/ta_PPO.Tpo -c -o ta_PPO.lo ta_PPO.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_PPO.lo -MD -MP -MF .deps/ta_PPO.Tpo -c ta_PPO.c  -fPIC -DPIC -o .libs/ta_PPO.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_PPO.lo -MD -MP -MF .deps/ta_PPO.Tpo -c ta_PPO.c -o ta_PPO.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_PPO.Tpo .deps/ta_PPO.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_ROC.lo -MD -MP -MF .deps/ta_ROC.Tpo -c -o ta_ROC.lo ta_ROC.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ROC.lo -MD -MP -MF .deps/ta_ROC.Tpo -c ta_ROC.c  -fPIC -DPIC -o .libs/ta_ROC.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ROC.lo -MD -MP -MF .deps/ta_ROC.Tpo -c ta_ROC.c -o ta_ROC.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_ROC.Tpo .deps/ta_ROC.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_ROCP.lo -MD -MP -MF .deps/ta_ROCP.Tpo -c -o ta_ROCP.lo ta_ROCP.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ROCP.lo -MD -MP -MF .deps/ta_ROCP.Tpo -c ta_ROCP.c  -fPIC -DPIC -o .libs/ta_ROCP.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ROCP.lo -MD -MP -MF .deps/ta_ROCP.Tpo -c ta_ROCP.c -o ta_ROCP.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_ROCP.Tpo .deps/ta_ROCP.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_ROCR.lo -MD -MP -MF .deps/ta_ROCR.Tpo -c -o ta_ROCR.lo ta_ROCR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ROCR.lo -MD -MP -MF .deps/ta_ROCR.Tpo -c ta_ROCR.c  -fPIC -DPIC -o .libs/ta_ROCR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ROCR.lo -MD -MP -MF .deps/ta_ROCR.Tpo -c ta_ROCR.c -o ta_ROCR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_ROCR.Tpo .deps/ta_ROCR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_ROCR100.lo -MD -MP -MF .deps/ta_ROCR100.Tpo -c -o ta_ROCR100.lo ta_ROCR100.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ROCR100.lo -MD -MP -MF .deps/ta_ROCR100.Tpo -c ta_ROCR100.c  -fPIC -DPIC -o .libs/ta_ROCR100.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ROCR100.lo -MD -MP -MF .deps/ta_ROCR100.Tpo -c ta_ROCR100.c -o ta_ROCR100.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_ROCR100.Tpo .deps/ta_ROCR100.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_RSI.lo -MD -MP -MF .deps/ta_RSI.Tpo -c -o ta_RSI.lo ta_RSI.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_RSI.lo -MD -MP -MF .deps/ta_RSI.Tpo -c ta_RSI.c  -fPIC -DPIC -o .libs/ta_RSI.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_RSI.lo -MD -MP -MF .deps/ta_RSI.Tpo -c ta_RSI.c -o ta_RSI.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_RSI.Tpo .deps/ta_RSI.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_SAR.lo -MD -MP -MF .deps/ta_SAR.Tpo -c -o ta_SAR.lo ta_SAR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SAR.lo -MD -MP -MF .deps/ta_SAR.Tpo -c ta_SAR.c  -fPIC -DPIC -o .libs/ta_SAR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SAR.lo -MD -MP -MF .deps/ta_SAR.Tpo -c ta_SAR.c -o ta_SAR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_SAR.Tpo .deps/ta_SAR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_SAREXT.lo -MD -MP -MF .deps/ta_SAREXT.Tpo -c -o ta_SAREXT.lo ta_SAREXT.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SAREXT.lo -MD -MP -MF .deps/ta_SAREXT.Tpo -c ta_SAREXT.c  -fPIC -DPIC -o .libs/ta_SAREXT.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SAREXT.lo -MD -MP -MF .deps/ta_SAREXT.Tpo -c ta_SAREXT.c -o ta_SAREXT.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_SAREXT.Tpo .deps/ta_SAREXT.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_SIN.lo -MD -MP -MF .deps/ta_SIN.Tpo -c -o ta_SIN.lo ta_SIN.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SIN.lo -MD -MP -MF .deps/ta_SIN.Tpo -c ta_SIN.c  -fPIC -DPIC -o .libs/ta_SIN.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SIN.lo -MD -MP -MF .deps/ta_SIN.Tpo -c ta_SIN.c -o ta_SIN.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_SIN.Tpo .deps/ta_SIN.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_SINH.lo -MD -MP -MF .deps/ta_SINH.Tpo -c -o ta_SINH.lo ta_SINH.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SINH.lo -MD -MP -MF .deps/ta_SINH.Tpo -c ta_SINH.c  -fPIC -DPIC -o .libs/ta_SINH.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SINH.lo -MD -MP -MF .deps/ta_SINH.Tpo -c ta_SINH.c -o ta_SINH.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_SINH.Tpo .deps/ta_SINH.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_SMA.lo -MD -MP -MF .deps/ta_SMA.Tpo -c -o ta_SMA.lo ta_SMA.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SMA.lo -MD -MP -MF .deps/ta_SMA.Tpo -c ta_SMA.c  -fPIC -DPIC -o .libs/ta_SMA.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SMA.lo -MD -MP -MF .deps/ta_SMA.Tpo -c ta_SMA.c -o ta_SMA.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_SMA.Tpo .deps/ta_SMA.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_SQRT.lo -MD -MP -MF .deps/ta_SQRT.Tpo -c -o ta_SQRT.lo ta_SQRT.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SQRT.lo -MD -MP -MF .deps/ta_SQRT.Tpo -c ta_SQRT.c  -fPIC -DPIC -o .libs/ta_SQRT.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SQRT.lo -MD -MP -MF .deps/ta_SQRT.Tpo -c ta_SQRT.c -o ta_SQRT.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_SQRT.Tpo .deps/ta_SQRT.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_STDDEV.lo -MD -MP -MF .deps/ta_STDDEV.Tpo -c -o ta_STDDEV.lo ta_STDDEV.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_STDDEV.lo -MD -MP -MF .deps/ta_STDDEV.Tpo -c ta_STDDEV.c  -fPIC -DPIC -o .libs/ta_STDDEV.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_STDDEV.lo -MD -MP -MF .deps/ta_STDDEV.Tpo -c ta_STDDEV.c -o ta_STDDEV.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_STDDEV.Tpo .deps/ta_STDDEV.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_STOCH.lo -MD -MP -MF .deps/ta_STOCH.Tpo -c -o ta_STOCH.lo ta_STOCH.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_STOCH.lo -MD -MP -MF .deps/ta_STOCH.Tpo -c ta_STOCH.c  -fPIC -DPIC -o .libs/ta_STOCH.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_STOCH.lo -MD -MP -MF .deps/ta_STOCH.Tpo -c ta_STOCH.c -o ta_STOCH.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_STOCH.Tpo .deps/ta_STOCH.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_STOCHF.lo -MD -MP -MF .deps/ta_STOCHF.Tpo -c -o ta_STOCHF.lo ta_STOCHF.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_STOCHF.lo -MD -MP -MF .deps/ta_STOCHF.Tpo -c ta_STOCHF.c  -fPIC -DPIC -o .libs/ta_STOCHF.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_STOCHF.lo -MD -MP -MF .deps/ta_STOCHF.Tpo -c ta_STOCHF.c -o ta_STOCHF.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_STOCHF.Tpo .deps/ta_STOCHF.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_STOCHRSI.lo -MD -MP -MF .deps/ta_STOCHRSI.Tpo -c -o ta_STOCHRSI.lo ta_STOCHRSI.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_STOCHRSI.lo -MD -MP -MF .deps/ta_STOCHRSI.Tpo -c ta_STOCHRSI.c  -fPIC -DPIC -o .libs/ta_STOCHRSI.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_STOCHRSI.lo -MD -MP -MF .deps/ta_STOCHRSI.Tpo -c ta_STOCHRSI.c -o ta_STOCHRSI.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_STOCHRSI.Tpo .deps/ta_STOCHRSI.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_SUB.lo -MD -MP -MF .deps/ta_SUB.Tpo -c -o ta_SUB.lo ta_SUB.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SUB.lo -MD -MP -MF .deps/ta_SUB.Tpo -c ta_SUB.c  -fPIC -DPIC -o .libs/ta_SUB.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SUB.lo -MD -MP -MF .deps/ta_SUB.Tpo -c ta_SUB.c -o ta_SUB.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_SUB.Tpo .deps/ta_SUB.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_SUM.lo -MD -MP -MF .deps/ta_SUM.Tpo -c -o ta_SUM.lo ta_SUM.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SUM.lo -MD -MP -MF .deps/ta_SUM.Tpo -c ta_SUM.c  -fPIC -DPIC -o .libs/ta_SUM.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_SUM.lo -MD -MP -MF .deps/ta_SUM.Tpo -c ta_SUM.c -o ta_SUM.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_SUM.Tpo .deps/ta_SUM.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_T3.lo -MD -MP -MF .deps/ta_T3.Tpo -c -o ta_T3.lo ta_T3.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_T3.lo -MD -MP -MF .deps/ta_T3.Tpo -c ta_T3.c  -fPIC -DPIC -o .libs/ta_T3.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_T3.lo -MD -MP -MF .deps/ta_T3.Tpo -c ta_T3.c -o ta_T3.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_T3.Tpo .deps/ta_T3.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_TAN.lo -MD -MP -MF .deps/ta_TAN.Tpo -c -o ta_TAN.lo ta_TAN.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TAN.lo -MD -MP -MF .deps/ta_TAN.Tpo -c ta_TAN.c  -fPIC -DPIC -o .libs/ta_TAN.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TAN.lo -MD -MP -MF .deps/ta_TAN.Tpo -c ta_TAN.c -o ta_TAN.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_TAN.Tpo .deps/ta_TAN.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_TANH.lo -MD -MP -MF .deps/ta_TANH.Tpo -c -o ta_TANH.lo ta_TANH.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TANH.lo -MD -MP -MF .deps/ta_TANH.Tpo -c ta_TANH.c  -fPIC -DPIC -o .libs/ta_TANH.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TANH.lo -MD -MP -MF .deps/ta_TANH.Tpo -c ta_TANH.c -o ta_TANH.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_TANH.Tpo .deps/ta_TANH.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_TEMA.lo -MD -MP -MF .deps/ta_TEMA.Tpo -c -o ta_TEMA.lo ta_TEMA.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TEMA.lo -MD -MP -MF .deps/ta_TEMA.Tpo -c ta_TEMA.c  -fPIC -DPIC -o .libs/ta_TEMA.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TEMA.lo -MD -MP -MF .deps/ta_TEMA.Tpo -c ta_TEMA.c -o ta_TEMA.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_TEMA.Tpo .deps/ta_TEMA.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_TRANGE.lo -MD -MP -MF .deps/ta_TRANGE.Tpo -c -o ta_TRANGE.lo ta_TRANGE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TRANGE.lo -MD -MP -MF .deps/ta_TRANGE.Tpo -c ta_TRANGE.c  -fPIC -DPIC -o .libs/ta_TRANGE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TRANGE.lo -MD -MP -MF .deps/ta_TRANGE.Tpo -c ta_TRANGE.c -o ta_TRANGE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_TRANGE.Tpo .deps/ta_TRANGE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_TRIMA.lo -MD -MP -MF .deps/ta_TRIMA.Tpo -c -o ta_TRIMA.lo ta_TRIMA.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TRIMA.lo -MD -MP -MF .deps/ta_TRIMA.Tpo -c ta_TRIMA.c  -fPIC -DPIC -o .libs/ta_TRIMA.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TRIMA.lo -MD -MP -MF .deps/ta_TRIMA.Tpo -c ta_TRIMA.c -o ta_TRIMA.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_TRIMA.Tpo .deps/ta_TRIMA.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_TRIX.lo -MD -MP -MF .deps/ta_TRIX.Tpo -c -o ta_TRIX.lo ta_TRIX.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TRIX.lo -MD -MP -MF .deps/ta_TRIX.Tpo -c ta_TRIX.c  -fPIC -DPIC -o .libs/ta_TRIX.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TRIX.lo -MD -MP -MF .deps/ta_TRIX.Tpo -c ta_TRIX.c -o ta_TRIX.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_TRIX.Tpo .deps/ta_TRIX.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_TSF.lo -MD -MP -MF .deps/ta_TSF.Tpo -c -o ta_TSF.lo ta_TSF.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TSF.lo -MD -MP -MF .deps/ta_TSF.Tpo -c ta_TSF.c  -fPIC -DPIC -o .libs/ta_TSF.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TSF.lo -MD -MP -MF .deps/ta_TSF.Tpo -c ta_TSF.c -o ta_TSF.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_TSF.Tpo .deps/ta_TSF.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_TYPPRICE.lo -MD -MP -MF .deps/ta_TYPPRICE.Tpo -c -o ta_TYPPRICE.lo ta_TYPPRICE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TYPPRICE.lo -MD -MP -MF .deps/ta_TYPPRICE.Tpo -c ta_TYPPRICE.c  -fPIC -DPIC -o .libs/ta_TYPPRICE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_TYPPRICE.lo -MD -MP -MF .deps/ta_TYPPRICE.Tpo -c ta_TYPPRICE.c -o ta_TYPPRICE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_TYPPRICE.Tpo .deps/ta_TYPPRICE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_ULTOSC.lo -MD -MP -MF .deps/ta_ULTOSC.Tpo -c -o ta_ULTOSC.lo ta_ULTOSC.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ULTOSC.lo -MD -MP -MF .deps/ta_ULTOSC.Tpo -c ta_ULTOSC.c  -fPIC -DPIC -o .libs/ta_ULTOSC.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_ULTOSC.lo -MD -MP -MF .deps/ta_ULTOSC.Tpo -c ta_ULTOSC.c -o ta_ULTOSC.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_ULTOSC.Tpo .deps/ta_ULTOSC.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_VAR.lo -MD -MP -MF .deps/ta_VAR.Tpo -c -o ta_VAR.lo ta_VAR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_VAR.lo -MD -MP -MF .deps/ta_VAR.Tpo -c ta_VAR.c  -fPIC -DPIC -o .libs/ta_VAR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_VAR.lo -MD -MP -MF .deps/ta_VAR.Tpo -c ta_VAR.c -o ta_VAR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_VAR.Tpo .deps/ta_VAR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_WCLPRICE.lo -MD -MP -MF .deps/ta_WCLPRICE.Tpo -c -o ta_WCLPRICE.lo ta_WCLPRICE.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_WCLPRICE.lo -MD -MP -MF .deps/ta_WCLPRICE.Tpo -c ta_WCLPRICE.c  -fPIC -DPIC -o .libs/ta_WCLPRICE.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_WCLPRICE.lo -MD -MP -MF .deps/ta_WCLPRICE.Tpo -c ta_WCLPRICE.c -o ta_WCLPRICE.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_WCLPRICE.Tpo .deps/ta_WCLPRICE.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_WILLR.lo -MD -MP -MF .deps/ta_WILLR.Tpo -c -o ta_WILLR.lo ta_WILLR.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_WILLR.lo -MD -MP -MF .deps/ta_WILLR.Tpo -c ta_WILLR.c  -fPIC -DPIC -o .libs/ta_WILLR.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_WILLR.lo -MD -MP -MF .deps/ta_WILLR.Tpo -c ta_WILLR.c -o ta_WILLR.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_WILLR.Tpo .deps/ta_WILLR.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=compile gcc -DHAVE_CONFIG_H -I. -I../../include  -I../ta_common/   -g -O2 -MT ta_WMA.lo -MD -MP -MF .deps/ta_WMA.Tpo -c -o ta_WMA.lo ta_WMA.c\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_WMA.lo -MD -MP -MF .deps/ta_WMA.Tpo -c ta_WMA.c  -fPIC -DPIC -o .libs/ta_WMA.o\n",
            " gcc -DHAVE_CONFIG_H -I. -I../../include -I../ta_common/ -g -O2 -MT ta_WMA.lo -MD -MP -MF .deps/ta_WMA.Tpo -c ta_WMA.c -o ta_WMA.o >/dev/null 2>&1\n",
            "mv -f .deps/ta_WMA.Tpo .deps/ta_WMA.Plo\n",
            "/bin/bash ../../libtool --tag=CC   --mode=link gcc  -g -O2 -version-info 0:0:0  -o libta_func.la  ta_utility.lo ta_ACOS.lo ta_AD.lo ta_ADD.lo ta_ADOSC.lo ta_ADX.lo ta_ADXR.lo ta_APO.lo ta_AROON.lo ta_AROONOSC.lo ta_ASIN.lo ta_ATAN.lo ta_ATR.lo ta_AVGPRICE.lo ta_BBANDS.lo ta_BETA.lo ta_BOP.lo ta_CCI.lo ta_CDL2CROWS.lo ta_CDL3BLACKCROWS.lo ta_CDL3INSIDE.lo ta_CDL3LINESTRIKE.lo ta_CDL3OUTSIDE.lo ta_CDL3STARSINSOUTH.lo ta_CDL3WHITESOLDIERS.lo ta_CDLABANDONEDBABY.lo ta_CDLADVANCEBLOCK.lo ta_CDLBELTHOLD.lo ta_CDLBREAKAWAY.lo ta_CDLCLOSINGMARUBOZU.lo ta_CDLCONCEALBABYSWALL.lo ta_CDLCOUNTERATTACK.lo ta_CDLDARKCLOUDCOVER.lo ta_CDLDOJI.lo ta_CDLDOJISTAR.lo ta_CDLDRAGONFLYDOJI.lo ta_CDLENGULFING.lo ta_CDLEVENINGDOJISTAR.lo ta_CDLEVENINGSTAR.lo ta_CDLGAPSIDESIDEWHITE.lo ta_CDLGRAVESTONEDOJI.lo ta_CDLHAMMER.lo ta_CDLHANGINGMAN.lo ta_CDLHARAMI.lo ta_CDLHARAMICROSS.lo ta_CDLHIGHWAVE.lo ta_CDLHIKKAKE.lo ta_CDLHIKKAKEMOD.lo ta_CDLHOMINGPIGEON.lo ta_CDLIDENTICAL3CROWS.lo ta_CDLINNECK.lo ta_CDLINVERTEDHAMMER.lo ta_CDLKICKING.lo ta_CDLKICKINGBYLENGTH.lo ta_CDLLADDERBOTTOM.lo ta_CDLLONGLEGGEDDOJI.lo ta_CDLLONGLINE.lo ta_CDLMARUBOZU.lo ta_CDLMATCHINGLOW.lo ta_CDLMATHOLD.lo ta_CDLMORNINGDOJISTAR.lo ta_CDLMORNINGSTAR.lo ta_CDLONNECK.lo ta_CDLPIERCING.lo ta_CDLRICKSHAWMAN.lo ta_CDLRISEFALL3METHODS.lo ta_CDLSEPARATINGLINES.lo ta_CDLSHOOTINGSTAR.lo ta_CDLSHORTLINE.lo ta_CDLSPINNINGTOP.lo ta_CDLSTALLEDPATTERN.lo ta_CDLSTICKSANDWICH.lo ta_CDLTAKURI.lo ta_CDLTASUKIGAP.lo ta_CDLTHRUSTING.lo ta_CDLTRISTAR.lo ta_CDLUNIQUE3RIVER.lo ta_CDLUPSIDEGAP2CROWS.lo ta_CDLXSIDEGAP3METHODS.lo ta_CEIL.lo ta_CMO.lo ta_CORREL.lo ta_COS.lo ta_COSH.lo ta_DEMA.lo ta_DIV.lo ta_DX.lo ta_EMA.lo ta_EXP.lo ta_FLOOR.lo ta_HT_DCPERIOD.lo ta_HT_DCPHASE.lo ta_HT_PHASOR.lo ta_HT_SINE.lo ta_HT_TRENDLINE.lo ta_HT_TRENDMODE.lo ta_KAMA.lo ta_LINEARREG.lo ta_LINEARREG_ANGLE.lo ta_LINEARREG_INTERCEPT.lo ta_LINEARREG_SLOPE.lo ta_LN.lo ta_LOG10.lo ta_MA.lo ta_MACD.lo ta_MACDEXT.lo ta_MACDFIX.lo ta_MAMA.lo ta_MAVP.lo ta_MAX.lo ta_MAXINDEX.lo ta_MEDPRICE.lo ta_MFI.lo ta_MIDPOINT.lo ta_MIDPRICE.lo ta_MIN.lo ta_MININDEX.lo ta_MINMAX.lo ta_MINMAXINDEX.lo ta_MINUS_DI.lo ta_MINUS_DM.lo ta_MOM.lo ta_MULT.lo ta_NATR.lo ta_OBV.lo ta_PLUS_DI.lo ta_PLUS_DM.lo ta_PPO.lo ta_ROC.lo ta_ROCP.lo ta_ROCR.lo ta_ROCR100.lo ta_RSI.lo ta_SAR.lo ta_SAREXT.lo ta_SIN.lo ta_SINH.lo ta_SMA.lo ta_SQRT.lo ta_STDDEV.lo ta_STOCH.lo ta_STOCHF.lo ta_STOCHRSI.lo ta_SUB.lo ta_SUM.lo ta_T3.lo ta_TAN.lo ta_TANH.lo ta_TEMA.lo ta_TRANGE.lo ta_TRIMA.lo ta_TRIX.lo ta_TSF.lo ta_TYPPRICE.lo ta_ULTOSC.lo ta_VAR.lo ta_WCLPRICE.lo ta_WILLR.lo ta_WMA.lo  -lpthread -ldl \n",
            "libtool: link: warning: `-version-info/-version-number' is ignored for convenience libraries\n",
            "ar cru .libs/libta_func.a .libs/ta_utility.o .libs/ta_ACOS.o .libs/ta_AD.o .libs/ta_ADD.o .libs/ta_ADOSC.o .libs/ta_ADX.o .libs/ta_ADXR.o .libs/ta_APO.o .libs/ta_AROON.o .libs/ta_AROONOSC.o .libs/ta_ASIN.o .libs/ta_ATAN.o .libs/ta_ATR.o .libs/ta_AVGPRICE.o .libs/ta_BBANDS.o .libs/ta_BETA.o .libs/ta_BOP.o .libs/ta_CCI.o .libs/ta_CDL2CROWS.o .libs/ta_CDL3BLACKCROWS.o .libs/ta_CDL3INSIDE.o .libs/ta_CDL3LINESTRIKE.o .libs/ta_CDL3OUTSIDE.o .libs/ta_CDL3STARSINSOUTH.o .libs/ta_CDL3WHITESOLDIERS.o .libs/ta_CDLABANDONEDBABY.o .libs/ta_CDLADVANCEBLOCK.o .libs/ta_CDLBELTHOLD.o .libs/ta_CDLBREAKAWAY.o .libs/ta_CDLCLOSINGMARUBOZU.o .libs/ta_CDLCONCEALBABYSWALL.o .libs/ta_CDLCOUNTERATTACK.o .libs/ta_CDLDARKCLOUDCOVER.o .libs/ta_CDLDOJI.o .libs/ta_CDLDOJISTAR.o .libs/ta_CDLDRAGONFLYDOJI.o .libs/ta_CDLENGULFING.o .libs/ta_CDLEVENINGDOJISTAR.o .libs/ta_CDLEVENINGSTAR.o .libs/ta_CDLGAPSIDESIDEWHITE.o .libs/ta_CDLGRAVESTONEDOJI.o .libs/ta_CDLHAMMER.o .libs/ta_CDLHANGINGMAN.o .libs/ta_CDLHARAMI.o .libs/ta_CDLHARAMICROSS.o .libs/ta_CDLHIGHWAVE.o .libs/ta_CDLHIKKAKE.o .libs/ta_CDLHIKKAKEMOD.o .libs/ta_CDLHOMINGPIGEON.o .libs/ta_CDLIDENTICAL3CROWS.o .libs/ta_CDLINNECK.o .libs/ta_CDLINVERTEDHAMMER.o .libs/ta_CDLKICKING.o .libs/ta_CDLKICKINGBYLENGTH.o .libs/ta_CDLLADDERBOTTOM.o .libs/ta_CDLLONGLEGGEDDOJI.o .libs/ta_CDLLONGLINE.o .libs/ta_CDLMARUBOZU.o .libs/ta_CDLMATCHINGLOW.o .libs/ta_CDLMATHOLD.o .libs/ta_CDLMORNINGDOJISTAR.o .libs/ta_CDLMORNINGSTAR.o .libs/ta_CDLONNECK.o .libs/ta_CDLPIERCING.o .libs/ta_CDLRICKSHAWMAN.o .libs/ta_CDLRISEFALL3METHODS.o .libs/ta_CDLSEPARATINGLINES.o .libs/ta_CDLSHOOTINGSTAR.o .libs/ta_CDLSHORTLINE.o .libs/ta_CDLSPINNINGTOP.o .libs/ta_CDLSTALLEDPATTERN.o .libs/ta_CDLSTICKSANDWICH.o .libs/ta_CDLTAKURI.o .libs/ta_CDLTASUKIGAP.o .libs/ta_CDLTHRUSTING.o .libs/ta_CDLTRISTAR.o .libs/ta_CDLUNIQUE3RIVER.o .libs/ta_CDLUPSIDEGAP2CROWS.o .libs/ta_CDLXSIDEGAP3METHODS.o .libs/ta_CEIL.o .libs/ta_CMO.o .libs/ta_CORREL.o .libs/ta_COS.o .libs/ta_COSH.o .libs/ta_DEMA.o .libs/ta_DIV.o .libs/ta_DX.o .libs/ta_EMA.o .libs/ta_EXP.o .libs/ta_FLOOR.o .libs/ta_HT_DCPERIOD.o .libs/ta_HT_DCPHASE.o .libs/ta_HT_PHASOR.o .libs/ta_HT_SINE.o .libs/ta_HT_TRENDLINE.o .libs/ta_HT_TRENDMODE.o .libs/ta_KAMA.o .libs/ta_LINEARREG.o .libs/ta_LINEARREG_ANGLE.o .libs/ta_LINEARREG_INTERCEPT.o .libs/ta_LINEARREG_SLOPE.o .libs/ta_LN.o .libs/ta_LOG10.o .libs/ta_MA.o .libs/ta_MACD.o .libs/ta_MACDEXT.o .libs/ta_MACDFIX.o .libs/ta_MAMA.o .libs/ta_MAVP.o .libs/ta_MAX.o .libs/ta_MAXINDEX.o .libs/ta_MEDPRICE.o .libs/ta_MFI.o .libs/ta_MIDPOINT.o .libs/ta_MIDPRICE.o .libs/ta_MIN.o .libs/ta_MININDEX.o .libs/ta_MINMAX.o .libs/ta_MINMAXINDEX.o .libs/ta_MINUS_DI.o .libs/ta_MINUS_DM.o .libs/ta_MOM.o .libs/ta_MULT.o .libs/ta_NATR.o .libs/ta_OBV.o .libs/ta_PLUS_DI.o .libs/ta_PLUS_DM.o .libs/ta_PPO.o .libs/ta_ROC.o .libs/ta_ROCP.o .libs/ta_ROCR.o .libs/ta_ROCR100.o .libs/ta_RSI.o .libs/ta_SAR.o .libs/ta_SAREXT.o .libs/ta_SIN.o .libs/ta_SINH.o .libs/ta_SMA.o .libs/ta_SQRT.o .libs/ta_STDDEV.o .libs/ta_STOCH.o .libs/ta_STOCHF.o .libs/ta_STOCHRSI.o .libs/ta_SUB.o .libs/ta_SUM.o .libs/ta_T3.o .libs/ta_TAN.o .libs/ta_TANH.o .libs/ta_TEMA.o .libs/ta_TRANGE.o .libs/ta_TRIMA.o .libs/ta_TRIX.o .libs/ta_TSF.o .libs/ta_TYPPRICE.o .libs/ta_ULTOSC.o .libs/ta_VAR.o .libs/ta_WCLPRICE.o .libs/ta_WILLR.o .libs/ta_WMA.o\n",
            "ar: `u' modifier ignored since `D' is the default (see `U')\n",
            "ranlib .libs/libta_func.a\n",
            "creating libta_func.la\n",
            "(cd .libs && rm -f libta_func.la && ln -s ../libta_func.la libta_func.la)\n",
            "make[2]: Leaving directory '/content/ta-lib/src/ta_func'\n",
            "make[2]: Entering directory '/content/ta-lib/src'\n",
            "/bin/bash ../libtool --tag=CC   --mode=link gcc  -g -O2 -version-info 0:0:0  -o libta_lib.la -rpath /usr/lib  ta_abstract/libta_abstract.la ta_func/libta_func.la ta_common/libta_common.la -lpthread -ldl \n",
            "mkdir .libs\n",
            "gcc -shared  -Wl,--whole-archive ta_abstract/.libs/libta_abstract.a ta_func/.libs/libta_func.a ta_common/.libs/libta_common.a -Wl,--no-whole-archive  -lpthread -ldl  -Wl,-soname -Wl,libta_lib.so.0 -o .libs/libta_lib.so.0.0.0\n",
            "(cd .libs && rm -f libta_lib.so.0 && ln -s libta_lib.so.0.0.0 libta_lib.so.0)\n",
            "(cd .libs && rm -f libta_lib.so && ln -s libta_lib.so.0.0.0 libta_lib.so)\n",
            "rm -fr .libs/libta_lib.lax\n",
            "mkdir .libs/libta_lib.lax\n",
            "rm -fr .libs/libta_lib.lax/libta_abstract.a\n",
            "mkdir .libs/libta_lib.lax/libta_abstract.a\n",
            "(cd .libs/libta_lib.lax/libta_abstract.a && ar x /content/ta-lib/src/ta_abstract/.libs/libta_abstract.a)\n",
            "rm -fr .libs/libta_lib.lax/libta_func.a\n",
            "mkdir .libs/libta_lib.lax/libta_func.a\n",
            "(cd .libs/libta_lib.lax/libta_func.a && ar x /content/ta-lib/src/ta_func/.libs/libta_func.a)\n",
            "rm -fr .libs/libta_lib.lax/libta_common.a\n",
            "mkdir .libs/libta_lib.lax/libta_common.a\n",
            "(cd .libs/libta_lib.lax/libta_common.a && ar x /content/ta-lib/src/ta_common/.libs/libta_common.a)\n",
            "ar cru .libs/libta_lib.a   .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_o.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-ta_func_api.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-ta_def_ui.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_t.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_m.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_e.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_w.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_d.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_g.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_h.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_q.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_s.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_a.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_i.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_k.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_x.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_v.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_c.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_n.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_y.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-ta_abstract.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_j.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_u.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_r.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_b.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_z.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-ta_frame.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_p.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_f.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-table_l.o .libs/libta_lib.lax/libta_abstract.a/libta_abstract_la-ta_group_idx.o  .libs/libta_lib.lax/libta_func.a/ta_ULTOSC.o .libs/libta_lib.lax/libta_func.a/ta_VAR.o .libs/libta_lib.lax/libta_func.a/ta_CDLDOJI.o .libs/libta_lib.lax/libta_func.a/ta_MACDEXT.o .libs/libta_lib.lax/libta_func.a/ta_SUM.o .libs/libta_lib.lax/libta_func.a/ta_SINH.o .libs/libta_lib.lax/libta_func.a/ta_CDLBELTHOLD.o .libs/libta_lib.lax/libta_func.a/ta_CDLMARUBOZU.o .libs/libta_lib.lax/libta_func.a/ta_ROCR.o .libs/libta_lib.lax/libta_func.a/ta_CDLTRISTAR.o .libs/libta_lib.lax/libta_func.a/ta_MAMA.o .libs/libta_lib.lax/libta_func.a/ta_CDLTAKURI.o .libs/libta_lib.lax/libta_func.a/ta_TYPPRICE.o .libs/libta_lib.lax/libta_func.a/ta_ASIN.o .libs/libta_lib.lax/libta_func.a/ta_CDL2CROWS.o .libs/libta_lib.lax/libta_func.a/ta_BETA.o .libs/libta_lib.lax/libta_func.a/ta_CDLMORNINGSTAR.o .libs/libta_lib.lax/libta_func.a/ta_TANH.o .libs/libta_lib.lax/libta_func.a/ta_CDLGRAVESTONEDOJI.o .libs/libta_lib.lax/libta_func.a/ta_T3.o .libs/libta_lib.lax/libta_func.a/ta_ACOS.o .libs/libta_lib.lax/libta_func.a/ta_CDLMATCHINGLOW.o .libs/libta_lib.lax/libta_func.a/ta_SAR.o .libs/libta_lib.lax/libta_func.a/ta_CDLRISEFALL3METHODS.o .libs/libta_lib.lax/libta_func.a/ta_ADX.o .libs/libta_lib.lax/libta_func.a/ta_MAVP.o .libs/libta_lib.lax/libta_func.a/ta_CDLDOJISTAR.o .libs/libta_lib.lax/libta_func.a/ta_MININDEX.o .libs/libta_lib.lax/libta_func.a/ta_MACD.o .libs/libta_lib.lax/libta_func.a/ta_STOCHF.o .libs/libta_lib.lax/libta_func.a/ta_MINMAXINDEX.o .libs/libta_lib.lax/libta_func.a/ta_CDLEVENINGDOJISTAR.o .libs/libta_lib.lax/libta_func.a/ta_WCLPRICE.o .libs/libta_lib.lax/libta_func.a/ta_CDLTASUKIGAP.o .libs/libta_lib.lax/libta_func.a/ta_CDLINNECK.o .libs/libta_lib.lax/libta_func.a/ta_DX.o .libs/libta_lib.lax/libta_func.a/ta_MIN.o .libs/libta_lib.lax/libta_func.a/ta_CDLHIGHWAVE.o .libs/libta_lib.lax/libta_func.a/ta_CDLSHOOTINGSTAR.o .libs/libta_lib.lax/libta_func.a/ta_MA.o .libs/libta_lib.lax/libta_func.a/ta_CDLTHRUSTING.o .libs/libta_lib.lax/libta_func.a/ta_MULT.o .libs/libta_lib.lax/libta_func.a/ta_TRIMA.o .libs/libta_lib.lax/libta_func.a/ta_CDLHANGINGMAN.o .libs/libta_lib.lax/libta_func.a/ta_ADXR.o .libs/libta_lib.lax/libta_func.a/ta_WMA.o .libs/libta_lib.lax/libta_func.a/ta_CDL3WHITESOLDIERS.o .libs/libta_lib.lax/libta_func.a/ta_CDL3STARSINSOUTH.o .libs/libta_lib.lax/libta_func.a/ta_CDLLONGLEGGEDDOJI.o .libs/libta_lib.lax/libta_func.a/ta_ATAN.o .libs/libta_lib.lax/libta_func.a/ta_HT_SINE.o .libs/libta_lib.lax/libta_func.a/ta_CDLSTALLEDPATTERN.o .libs/libta_lib.lax/libta_func.a/ta_DIV.o .libs/libta_lib.lax/libta_func.a/ta_CDLHIKKAKEMOD.o .libs/libta_lib.lax/libta_func.a/ta_CDLGAPSIDESIDEWHITE.o .libs/libta_lib.lax/libta_func.a/ta_CDLPIERCING.o .libs/libta_lib.lax/libta_func.a/ta_CDLUNIQUE3RIVER.o .libs/libta_lib.lax/libta_func.a/ta_SQRT.o .libs/libta_lib.lax/libta_func.a/ta_EMA.o .libs/libta_lib.lax/libta_func.a/ta_CDLUPSIDEGAP2CROWS.o .libs/libta_lib.lax/libta_func.a/ta_HT_TRENDLINE.o .libs/libta_lib.lax/libta_func.a/ta_CMO.o .libs/libta_lib.lax/libta_func.a/ta_CDLHARAMI.o .libs/libta_lib.lax/libta_func.a/ta_OBV.o .libs/libta_lib.lax/libta_func.a/ta_NATR.o .libs/libta_lib.lax/libta_func.a/ta_ADD.o .libs/libta_lib.lax/libta_func.a/ta_ROC.o .libs/libta_lib.lax/libta_func.a/ta_ROCR100.o .libs/libta_lib.lax/libta_func.a/ta_MIDPRICE.o .libs/libta_lib.lax/libta_func.a/ta_CDLEVENINGSTAR.o .libs/libta_lib.lax/libta_func.a/ta_APO.o .libs/libta_lib.lax/libta_func.a/ta_CDLRICKSHAWMAN.o .libs/libta_lib.lax/libta_func.a/ta_CDLSEPARATINGLINES.o .libs/libta_lib.lax/libta_func.a/ta_TAN.o .libs/libta_lib.lax/libta_func.a/ta_CDLCONCEALBABYSWALL.o .libs/libta_lib.lax/libta_func.a/ta_SIN.o .libs/libta_lib.lax/libta_func.a/ta_CDLHOMINGPIGEON.o .libs/libta_lib.lax/libta_func.a/ta_SAREXT.o .libs/libta_lib.lax/libta_func.a/ta_BOP.o .libs/libta_lib.lax/libta_func.a/ta_CORREL.o .libs/libta_lib.lax/libta_func.a/ta_LOG10.o .libs/libta_lib.lax/libta_func.a/ta_MINUS_DM.o .libs/libta_lib.lax/libta_func.a/ta_EXP.o .libs/libta_lib.lax/libta_func.a/ta_CDLADVANCEBLOCK.o .libs/libta_lib.lax/libta_func.a/ta_CDLINVERTEDHAMMER.o .libs/libta_lib.lax/libta_func.a/ta_DEMA.o .libs/libta_lib.lax/libta_func.a/ta_BBANDS.o .libs/libta_lib.lax/libta_func.a/ta_HT_DCPERIOD.o .libs/libta_lib.lax/libta_func.a/ta_COSH.o .libs/libta_lib.lax/libta_func.a/ta_PLUS_DM.o .libs/libta_lib.lax/libta_func.a/ta_CDLCOUNTERATTACK.o .libs/libta_lib.lax/libta_func.a/ta_CDLSTICKSANDWICH.o .libs/libta_lib.lax/libta_func.a/ta_AD.o .libs/libta_lib.lax/libta_func.a/ta_utility.o .libs/libta_lib.lax/libta_func.a/ta_CDLXSIDEGAP3METHODS.o .libs/libta_lib.lax/libta_func.a/ta_CDLLADDERBOTTOM.o .libs/libta_lib.lax/libta_func.a/ta_KAMA.o .libs/libta_lib.lax/libta_func.a/ta_CDLKICKING.o .libs/libta_lib.lax/libta_func.a/ta_MACDFIX.o .libs/libta_lib.lax/libta_func.a/ta_CDLSHORTLINE.o .libs/libta_lib.lax/libta_func.a/ta_CDLMORNINGDOJISTAR.o .libs/libta_lib.lax/libta_func.a/ta_CDLBREAKAWAY.o .libs/libta_lib.lax/libta_func.a/ta_ATR.o .libs/libta_lib.lax/libta_func.a/ta_LINEARREG_SLOPE.o .libs/libta_lib.lax/libta_func.a/ta_SUB.o .libs/libta_lib.lax/libta_func.a/ta_CDLCLOSINGMARUBOZU.o .libs/libta_lib.lax/libta_func.a/ta_TSF.o .libs/libta_lib.lax/libta_func.a/ta_MOM.o .libs/libta_lib.lax/libta_func.a/ta_CDLONNECK.o .libs/libta_lib.lax/libta_func.a/ta_HT_TRENDMODE.o .libs/libta_lib.lax/libta_func.a/ta_LN.o .libs/libta_lib.lax/libta_func.a/ta_CDLDARKCLOUDCOVER.o .libs/libta_lib.lax/libta_func.a/ta_HT_DCPHASE.o .libs/libta_lib.lax/libta_func.a/ta_AVGPRICE.o .libs/libta_lib.lax/libta_func.a/ta_COS.o .libs/libta_lib.lax/libta_func.a/ta_RSI.o .libs/libta_lib.lax/libta_func.a/ta_MEDPRICE.o .libs/libta_lib.lax/libta_func.a/ta_STDDEV.o .libs/libta_lib.lax/libta_func.a/ta_ROCP.o .libs/libta_lib.lax/libta_func.a/ta_CDL3LINESTRIKE.o .libs/libta_lib.lax/libta_func.a/ta_MAXINDEX.o .libs/libta_lib.lax/libta_func.a/ta_CDLABANDONEDBABY.o .libs/libta_lib.lax/libta_func.a/ta_STOCH.o .libs/libta_lib.lax/libta_func.a/ta_WILLR.o .libs/libta_lib.lax/libta_func.a/ta_AROON.o .libs/libta_lib.lax/libta_func.a/ta_CDL3BLACKCROWS.o .libs/libta_lib.lax/libta_func.a/ta_CDLIDENTICAL3CROWS.o .libs/libta_lib.lax/libta_func.a/ta_LINEARREG.o .libs/libta_lib.lax/libta_func.a/ta_CDLSPINNINGTOP.o .libs/libta_lib.lax/libta_func.a/ta_CDLMATHOLD.o .libs/libta_lib.lax/libta_func.a/ta_MINUS_DI.o .libs/libta_lib.lax/libta_func.a/ta_MAX.o .libs/libta_lib.lax/libta_func.a/ta_FLOOR.o .libs/libta_lib.lax/libta_func.a/ta_CDLHAMMER.o .libs/libta_lib.lax/libta_func.a/ta_CDL3OUTSIDE.o .libs/libta_lib.lax/libta_func.a/ta_CDLENGULFING.o .libs/libta_lib.lax/libta_func.a/ta_AROONOSC.o .libs/libta_lib.lax/libta_func.a/ta_PPO.o .libs/libta_lib.lax/libta_func.a/ta_CDLHARAMICROSS.o .libs/libta_lib.lax/libta_func.a/ta_ADOSC.o .libs/libta_lib.lax/libta_func.a/ta_LINEARREG_INTERCEPT.o .libs/libta_lib.lax/libta_func.a/ta_CDLDRAGONFLYDOJI.o .libs/libta_lib.lax/libta_func.a/ta_PLUS_DI.o .libs/libta_lib.lax/libta_func.a/ta_CCI.o .libs/libta_lib.lax/libta_func.a/ta_TRIX.o .libs/libta_lib.lax/libta_func.a/ta_STOCHRSI.o .libs/libta_lib.lax/libta_func.a/ta_TRANGE.o .libs/libta_lib.lax/libta_func.a/ta_LINEARREG_ANGLE.o .libs/libta_lib.lax/libta_func.a/ta_CDLKICKINGBYLENGTH.o .libs/libta_lib.lax/libta_func.a/ta_CDLHIKKAKE.o .libs/libta_lib.lax/libta_func.a/ta_SMA.o .libs/libta_lib.lax/libta_func.a/ta_CDLLONGLINE.o .libs/libta_lib.lax/libta_func.a/ta_MIDPOINT.o .libs/libta_lib.lax/libta_func.a/ta_MFI.o .libs/libta_lib.lax/libta_func.a/ta_CDL3INSIDE.o .libs/libta_lib.lax/libta_func.a/ta_HT_PHASOR.o .libs/libta_lib.lax/libta_func.a/ta_MINMAX.o .libs/libta_lib.lax/libta_func.a/ta_TEMA.o .libs/libta_lib.lax/libta_func.a/ta_CEIL.o  .libs/libta_lib.lax/libta_common.a/ta_version.o .libs/libta_lib.lax/libta_common.a/ta_global.o .libs/libta_lib.lax/libta_common.a/ta_retcode.o \n",
            "ar: `u' modifier ignored since `D' is the default (see `U')\n",
            "ranlib .libs/libta_lib.a\n",
            "rm -fr .libs/libta_lib.lax\n",
            "creating libta_lib.la\n",
            "(cd .libs && rm -f libta_lib.la && ln -s ../libta_lib.la libta_lib.la)\n",
            "make[2]: Leaving directory '/content/ta-lib/src'\n",
            "make[1]: Leaving directory '/content/ta-lib/src'\n",
            "Making all in src/tools\n",
            "make[1]: Entering directory '/content/ta-lib/src/tools'\n",
            "Making all in gen_code\n",
            "make[2]: Entering directory '/content/ta-lib/src/tools/gen_code'\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_common   -g -O2 -MT gen_code-gen_code.o -MD -MP -MF .deps/gen_code-gen_code.Tpo -c -o gen_code-gen_code.o `test -f 'gen_code.c' || echo './'`gen_code.c\n",
            "\u001b[01m\u001b[Kgen_code.c:\u001b[m\u001b[K In function ‘\u001b[01m\u001b[KprintFuncHeaderDoc\u001b[m\u001b[K’:\n",
            "\u001b[01m\u001b[Kgen_code.c:3456:4:\u001b[m\u001b[K \u001b[01;35m\u001b[Kwarning: \u001b[m\u001b[Kformat not a string literal and no format arguments [\u001b[01;35m\u001b[K-Wformat-security\u001b[m\u001b[K]\n",
            "    \u001b[01;35m\u001b[Kfprintf\u001b[m\u001b[K( out, prefix );\n",
            "    \u001b[01;35m\u001b[K^~~~~~~\u001b[m\u001b[K\n",
            "mv -f .deps/gen_code-gen_code.Tpo .deps/gen_code-gen_code.Po\n",
            "/bin/bash ../../../libtool --tag=CC   --mode=link gcc  -g -O2 -L../../ta_common -L../../ta_abstract -L../../ta_func  -o gen_code gen_code-gen_code.o -lta_common -lta_abstract_gc -lta_func -lm -lpthread -ldl \n",
            "mkdir .libs\n",
            "gcc -g -O2 -o gen_code gen_code-gen_code.o  -L/content/ta-lib/src/ta_common -L/content/ta-lib/src/ta_abstract -L/content/ta-lib/src/ta_func /content/ta-lib/src/ta_common/.libs/libta_common.a /content/ta-lib/src/ta_abstract/.libs/libta_abstract_gc.a /content/ta-lib/src/ta_func/.libs/libta_func.a -lm -lpthread -ldl\n",
            "make  gen_code\n",
            "make[3]: Entering directory '/content/ta-lib/src/tools/gen_code'\n",
            "make[3]: 'gen_code' is up to date.\n",
            "make[3]: Leaving directory '/content/ta-lib/src/tools/gen_code'\n",
            "cp gen_code ../../../bin\n",
            "make[2]: Leaving directory '/content/ta-lib/src/tools/gen_code'\n",
            "Making all in ta_regtest\n",
            "make[2]: Entering directory '/content/ta-lib/src/tools/ta_regtest'\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-ta_regtest.o -MD -MP -MF .deps/ta_regtest-ta_regtest.Tpo -c -o ta_regtest-ta_regtest.o `test -f 'ta_regtest.c' || echo './'`ta_regtest.c\n",
            "mv -f .deps/ta_regtest-ta_regtest.Tpo .deps/ta_regtest-ta_regtest.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_data.o -MD -MP -MF .deps/ta_regtest-test_data.Tpo -c -o ta_regtest-test_data.o `test -f 'test_data.c' || echo './'`test_data.c\n",
            "mv -f .deps/ta_regtest-test_data.Tpo .deps/ta_regtest-test_data.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_util.o -MD -MP -MF .deps/ta_regtest-test_util.Tpo -c -o ta_regtest-test_util.o `test -f 'test_util.c' || echo './'`test_util.c\n",
            "mv -f .deps/ta_regtest-test_util.Tpo .deps/ta_regtest-test_util.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_abstract.o -MD -MP -MF .deps/ta_regtest-test_abstract.Tpo -c -o ta_regtest-test_abstract.o `test -f 'test_abstract.c' || echo './'`test_abstract.c\n",
            "mv -f .deps/ta_regtest-test_abstract.Tpo .deps/ta_regtest-test_abstract.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_adx.o -MD -MP -MF .deps/ta_regtest-test_adx.Tpo -c -o ta_regtest-test_adx.o `test -f 'ta_test_func/test_adx.c' || echo './'`ta_test_func/test_adx.c\n",
            "mv -f .deps/ta_regtest-test_adx.Tpo .deps/ta_regtest-test_adx.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_mom.o -MD -MP -MF .deps/ta_regtest-test_mom.Tpo -c -o ta_regtest-test_mom.o `test -f 'ta_test_func/test_mom.c' || echo './'`ta_test_func/test_mom.c\n",
            "mv -f .deps/ta_regtest-test_mom.Tpo .deps/ta_regtest-test_mom.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_sar.o -MD -MP -MF .deps/ta_regtest-test_sar.Tpo -c -o ta_regtest-test_sar.o `test -f 'ta_test_func/test_sar.c' || echo './'`ta_test_func/test_sar.c\n",
            "mv -f .deps/ta_regtest-test_sar.Tpo .deps/ta_regtest-test_sar.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_rsi.o -MD -MP -MF .deps/ta_regtest-test_rsi.Tpo -c -o ta_regtest-test_rsi.o `test -f 'ta_test_func/test_rsi.c' || echo './'`ta_test_func/test_rsi.c\n",
            "mv -f .deps/ta_regtest-test_rsi.Tpo .deps/ta_regtest-test_rsi.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_candlestick.o -MD -MP -MF .deps/ta_regtest-test_candlestick.Tpo -c -o ta_regtest-test_candlestick.o `test -f 'ta_test_func/test_candlestick.c' || echo './'`ta_test_func/test_candlestick.c\n",
            "mv -f .deps/ta_regtest-test_candlestick.Tpo .deps/ta_regtest-test_candlestick.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_per_ema.o -MD -MP -MF .deps/ta_regtest-test_per_ema.Tpo -c -o ta_regtest-test_per_ema.o `test -f 'ta_test_func/test_per_ema.c' || echo './'`ta_test_func/test_per_ema.c\n",
            "mv -f .deps/ta_regtest-test_per_ema.Tpo .deps/ta_regtest-test_per_ema.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_per_hlc.o -MD -MP -MF .deps/ta_regtest-test_per_hlc.Tpo -c -o ta_regtest-test_per_hlc.o `test -f 'ta_test_func/test_per_hlc.c' || echo './'`ta_test_func/test_per_hlc.c\n",
            "mv -f .deps/ta_regtest-test_per_hlc.Tpo .deps/ta_regtest-test_per_hlc.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_stoch.o -MD -MP -MF .deps/ta_regtest-test_stoch.Tpo -c -o ta_regtest-test_stoch.o `test -f 'ta_test_func/test_stoch.c' || echo './'`ta_test_func/test_stoch.c\n",
            "mv -f .deps/ta_regtest-test_stoch.Tpo .deps/ta_regtest-test_stoch.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_macd.o -MD -MP -MF .deps/ta_regtest-test_macd.Tpo -c -o ta_regtest-test_macd.o `test -f 'ta_test_func/test_macd.c' || echo './'`ta_test_func/test_macd.c\n",
            "mv -f .deps/ta_regtest-test_macd.Tpo .deps/ta_regtest-test_macd.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_minmax.o -MD -MP -MF .deps/ta_regtest-test_minmax.Tpo -c -o ta_regtest-test_minmax.o `test -f 'ta_test_func/test_minmax.c' || echo './'`ta_test_func/test_minmax.c\n",
            "mv -f .deps/ta_regtest-test_minmax.Tpo .deps/ta_regtest-test_minmax.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_per_hlcv.o -MD -MP -MF .deps/ta_regtest-test_per_hlcv.Tpo -c -o ta_regtest-test_per_hlcv.o `test -f 'ta_test_func/test_per_hlcv.c' || echo './'`ta_test_func/test_per_hlcv.c\n",
            "mv -f .deps/ta_regtest-test_per_hlcv.Tpo .deps/ta_regtest-test_per_hlcv.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_1in_1out.o -MD -MP -MF .deps/ta_regtest-test_1in_1out.Tpo -c -o ta_regtest-test_1in_1out.o `test -f 'ta_test_func/test_1in_1out.c' || echo './'`ta_test_func/test_1in_1out.c\n",
            "mv -f .deps/ta_regtest-test_1in_1out.Tpo .deps/ta_regtest-test_1in_1out.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_1in_2out.o -MD -MP -MF .deps/ta_regtest-test_1in_2out.Tpo -c -o ta_regtest-test_1in_2out.o `test -f 'ta_test_func/test_1in_2out.c' || echo './'`ta_test_func/test_1in_2out.c\n",
            "mv -f .deps/ta_regtest-test_1in_2out.Tpo .deps/ta_regtest-test_1in_2out.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_per_ohlc.o -MD -MP -MF .deps/ta_regtest-test_per_ohlc.Tpo -c -o ta_regtest-test_per_ohlc.o `test -f 'ta_test_func/test_per_ohlc.c' || echo './'`ta_test_func/test_per_ohlc.c\n",
            "mv -f .deps/ta_regtest-test_per_ohlc.Tpo .deps/ta_regtest-test_per_ohlc.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_stddev.o -MD -MP -MF .deps/ta_regtest-test_stddev.Tpo -c -o ta_regtest-test_stddev.o `test -f 'ta_test_func/test_stddev.c' || echo './'`ta_test_func/test_stddev.c\n",
            "mv -f .deps/ta_regtest-test_stddev.Tpo .deps/ta_regtest-test_stddev.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_bbands.o -MD -MP -MF .deps/ta_regtest-test_bbands.Tpo -c -o ta_regtest-test_bbands.o `test -f 'ta_test_func/test_bbands.c' || echo './'`ta_test_func/test_bbands.c\n",
            "mv -f .deps/ta_regtest-test_bbands.Tpo .deps/ta_regtest-test_bbands.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_ma.o -MD -MP -MF .deps/ta_regtest-test_ma.Tpo -c -o ta_regtest-test_ma.o `test -f 'ta_test_func/test_ma.c' || echo './'`ta_test_func/test_ma.c\n",
            "mv -f .deps/ta_regtest-test_ma.Tpo .deps/ta_regtest-test_ma.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_po.o -MD -MP -MF .deps/ta_regtest-test_po.Tpo -c -o ta_regtest-test_po.o `test -f 'ta_test_func/test_po.c' || echo './'`ta_test_func/test_po.c\n",
            "mv -f .deps/ta_regtest-test_po.Tpo .deps/ta_regtest-test_po.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_per_hl.o -MD -MP -MF .deps/ta_regtest-test_per_hl.Tpo -c -o ta_regtest-test_per_hl.o `test -f 'ta_test_func/test_per_hl.c' || echo './'`ta_test_func/test_per_hl.c\n",
            "mv -f .deps/ta_regtest-test_per_hl.Tpo .deps/ta_regtest-test_per_hl.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_trange.o -MD -MP -MF .deps/ta_regtest-test_trange.Tpo -c -o ta_regtest-test_trange.o `test -f 'ta_test_func/test_trange.c' || echo './'`ta_test_func/test_trange.c\n",
            "mv -f .deps/ta_regtest-test_trange.Tpo .deps/ta_regtest-test_trange.Po\n",
            "gcc -DHAVE_CONFIG_H -I. -I../../../include  -I../../ta_func -I../../ta_common/trio -I../../ta_common/mt -I../../ta_common -I../../ta_abstract   -g -O2 -MT ta_regtest-test_internals.o -MD -MP -MF .deps/ta_regtest-test_internals.Tpo -c -o ta_regtest-test_internals.o `test -f 'test_internals.c' || echo './'`test_internals.c\n",
            "mv -f .deps/ta_regtest-test_internals.Tpo .deps/ta_regtest-test_internals.Po\n",
            "/bin/bash ../../../libtool --tag=CC   --mode=link gcc  -g -O2 -L../.. -lta_lib -lm  -o ta_regtest ta_regtest-ta_regtest.o ta_regtest-test_data.o ta_regtest-test_util.o ta_regtest-test_abstract.o ta_regtest-test_adx.o ta_regtest-test_mom.o ta_regtest-test_sar.o ta_regtest-test_rsi.o ta_regtest-test_candlestick.o ta_regtest-test_per_ema.o ta_regtest-test_per_hlc.o ta_regtest-test_stoch.o ta_regtest-test_macd.o ta_regtest-test_minmax.o ta_regtest-test_per_hlcv.o ta_regtest-test_1in_1out.o ta_regtest-test_1in_2out.o ta_regtest-test_per_ohlc.o ta_regtest-test_stddev.o ta_regtest-test_bbands.o ta_regtest-test_ma.o ta_regtest-test_po.o ta_regtest-test_per_hl.o ta_regtest-test_trange.o ta_regtest-test_internals.o  -lpthread -ldl \n",
            "mkdir .libs\n",
            "gcc -g -O2 -o .libs/ta_regtest ta_regtest-ta_regtest.o ta_regtest-test_data.o ta_regtest-test_util.o ta_regtest-test_abstract.o ta_regtest-test_adx.o ta_regtest-test_mom.o ta_regtest-test_sar.o ta_regtest-test_rsi.o ta_regtest-test_candlestick.o ta_regtest-test_per_ema.o ta_regtest-test_per_hlc.o ta_regtest-test_stoch.o ta_regtest-test_macd.o ta_regtest-test_minmax.o ta_regtest-test_per_hlcv.o ta_regtest-test_1in_1out.o ta_regtest-test_1in_2out.o ta_regtest-test_per_ohlc.o ta_regtest-test_stddev.o ta_regtest-test_bbands.o ta_regtest-test_ma.o ta_regtest-test_po.o ta_regtest-test_per_hl.o ta_regtest-test_trange.o ta_regtest-test_internals.o  -L/content/ta-lib/src /content/ta-lib/src/.libs/libta_lib.so -lm -lpthread -ldl\n",
            "creating ta_regtest\n",
            "make[2]: Leaving directory '/content/ta-lib/src/tools/ta_regtest'\n",
            "make[2]: Entering directory '/content/ta-lib/src/tools'\n",
            "make[2]: Nothing to be done for 'all-am'.\n",
            "make[2]: Leaving directory '/content/ta-lib/src/tools'\n",
            "make[1]: Leaving directory '/content/ta-lib/src/tools'\n",
            "make[1]: Entering directory '/content/ta-lib'\n",
            "make[1]: Nothing to be done for 'all-am'.\n",
            "make[1]: Leaving directory '/content/ta-lib'\n",
            "Making install in src\n",
            "make[1]: Entering directory '/content/ta-lib/src'\n",
            "Making install in ta_abstract\n",
            "make[2]: Entering directory '/content/ta-lib/src/ta_abstract'\n",
            "make[3]: Entering directory '/content/ta-lib/src/ta_abstract'\n",
            "make[3]: Nothing to be done for 'install-exec-am'.\n",
            "test -z \"/usr/include/ta-lib/\" || /bin/mkdir -p \"/usr/include/ta-lib/\"\n",
            " /usr/bin/install -c -m 644 '../../include/ta_defs.h' '/usr/include/ta-lib//ta_defs.h'\n",
            " /usr/bin/install -c -m 644 '../../include/ta_libc.h' '/usr/include/ta-lib//ta_libc.h'\n",
            " /usr/bin/install -c -m 644 '../../include/ta_abstract.h' '/usr/include/ta-lib//ta_abstract.h'\n",
            "make[3]: Leaving directory '/content/ta-lib/src/ta_abstract'\n",
            "make[2]: Leaving directory '/content/ta-lib/src/ta_abstract'\n",
            "Making install in ta_common\n",
            "make[2]: Entering directory '/content/ta-lib/src/ta_common'\n",
            "make[3]: Entering directory '/content/ta-lib/src/ta_common'\n",
            "make[3]: Nothing to be done for 'install-exec-am'.\n",
            "test -z \"/usr/include/ta-lib/\" || /bin/mkdir -p \"/usr/include/ta-lib/\"\n",
            " /usr/bin/install -c -m 644 '../../include/ta_defs.h' '/usr/include/ta-lib//ta_defs.h'\n",
            " /usr/bin/install -c -m 644 '../../include/ta_libc.h' '/usr/include/ta-lib//ta_libc.h'\n",
            " /usr/bin/install -c -m 644 '../../include/ta_common.h' '/usr/include/ta-lib//ta_common.h'\n",
            "make[3]: Leaving directory '/content/ta-lib/src/ta_common'\n",
            "make[2]: Leaving directory '/content/ta-lib/src/ta_common'\n",
            "Making install in ta_func\n",
            "make[2]: Entering directory '/content/ta-lib/src/ta_func'\n",
            "make[3]: Entering directory '/content/ta-lib/src/ta_func'\n",
            "make[3]: Nothing to be done for 'install-exec-am'.\n",
            "test -z \"/usr/include/ta-lib/\" || /bin/mkdir -p \"/usr/include/ta-lib/\"\n",
            " /usr/bin/install -c -m 644 '../../include/ta_defs.h' '/usr/include/ta-lib//ta_defs.h'\n",
            " /usr/bin/install -c -m 644 '../../include/ta_libc.h' '/usr/include/ta-lib//ta_libc.h'\n",
            " /usr/bin/install -c -m 644 '../../include/ta_func.h' '/usr/include/ta-lib//ta_func.h'\n",
            "make[3]: Leaving directory '/content/ta-lib/src/ta_func'\n",
            "make[2]: Leaving directory '/content/ta-lib/src/ta_func'\n",
            "make[2]: Entering directory '/content/ta-lib/src'\n",
            "make[3]: Entering directory '/content/ta-lib/src'\n",
            "test -z \"/usr/lib\" || /bin/mkdir -p \"/usr/lib\"\n",
            " /bin/bash ../libtool --mode=install /usr/bin/install -c  'libta_lib.la' '/usr/lib/libta_lib.la'\n",
            "/usr/bin/install -c .libs/libta_lib.so.0.0.0 /usr/lib/libta_lib.so.0.0.0\n",
            "(cd /usr/lib && { ln -s -f libta_lib.so.0.0.0 libta_lib.so.0 || { rm -f libta_lib.so.0 && ln -s libta_lib.so.0.0.0 libta_lib.so.0; }; })\n",
            "(cd /usr/lib && { ln -s -f libta_lib.so.0.0.0 libta_lib.so || { rm -f libta_lib.so && ln -s libta_lib.so.0.0.0 libta_lib.so; }; })\n",
            "/usr/bin/install -c .libs/libta_lib.lai /usr/lib/libta_lib.la\n",
            "/usr/bin/install -c .libs/libta_lib.a /usr/lib/libta_lib.a\n",
            "chmod 644 /usr/lib/libta_lib.a\n",
            "ranlib /usr/lib/libta_lib.a\n",
            "PATH=\"$PATH:/sbin\" ldconfig -n /usr/lib\n",
            "----------------------------------------------------------------------\n",
            "Libraries have been installed in:\n",
            "   /usr/lib\n",
            "\n",
            "If you ever happen to want to link against installed libraries\n",
            "in a given directory, LIBDIR, you must either use libtool, and\n",
            "specify the full pathname of the library, or use the `-LLIBDIR'\n",
            "flag during linking and do at least one of the following:\n",
            "   - add LIBDIR to the `LD_LIBRARY_PATH' environment variable\n",
            "     during execution\n",
            "   - add LIBDIR to the `LD_RUN_PATH' environment variable\n",
            "     during linking\n",
            "   - use the `-Wl,--rpath -Wl,LIBDIR' linker flag\n",
            "   - have your system administrator add LIBDIR to `/etc/ld.so.conf'\n",
            "\n",
            "See any operating system documentation about shared libraries for\n",
            "more information, such as the ld(1) and ld.so(8) manual pages.\n",
            "----------------------------------------------------------------------\n",
            "make[3]: Nothing to be done for 'install-data-am'.\n",
            "make[3]: Leaving directory '/content/ta-lib/src'\n",
            "make[2]: Leaving directory '/content/ta-lib/src'\n",
            "make[1]: Leaving directory '/content/ta-lib/src'\n",
            "Making install in src/tools\n",
            "make[1]: Entering directory '/content/ta-lib/src/tools'\n",
            "Making install in gen_code\n",
            "make[2]: Entering directory '/content/ta-lib/src/tools/gen_code'\n",
            "make  gen_code\n",
            "make[3]: Entering directory '/content/ta-lib/src/tools/gen_code'\n",
            "make[3]: 'gen_code' is up to date.\n",
            "make[3]: Leaving directory '/content/ta-lib/src/tools/gen_code'\n",
            "cp gen_code ../../../bin\n",
            "make[3]: Entering directory '/content/ta-lib/src/tools/gen_code'\n",
            "make[3]: Nothing to be done for 'install-exec-am'.\n",
            "make[3]: Nothing to be done for 'install-data-am'.\n",
            "make[3]: Leaving directory '/content/ta-lib/src/tools/gen_code'\n",
            "make[2]: Leaving directory '/content/ta-lib/src/tools/gen_code'\n",
            "Making install in ta_regtest\n",
            "make[2]: Entering directory '/content/ta-lib/src/tools/ta_regtest'\n",
            "make[3]: Entering directory '/content/ta-lib/src/tools/ta_regtest'\n",
            "make[3]: Nothing to be done for 'install-exec-am'.\n",
            "make[3]: Nothing to be done for 'install-data-am'.\n",
            "make[3]: Leaving directory '/content/ta-lib/src/tools/ta_regtest'\n",
            "make[2]: Leaving directory '/content/ta-lib/src/tools/ta_regtest'\n",
            "make[2]: Entering directory '/content/ta-lib/src/tools'\n",
            "make[3]: Entering directory '/content/ta-lib/src/tools'\n",
            "make[3]: Nothing to be done for 'install-exec-am'.\n",
            "make[3]: Nothing to be done for 'install-data-am'.\n",
            "make[3]: Leaving directory '/content/ta-lib/src/tools'\n",
            "make[2]: Leaving directory '/content/ta-lib/src/tools'\n",
            "make[1]: Leaving directory '/content/ta-lib/src/tools'\n",
            "make[1]: Entering directory '/content/ta-lib'\n",
            "make[2]: Entering directory '/content/ta-lib'\n",
            "test -z \"/usr/bin\" || /bin/mkdir -p \"/usr/bin\"\n",
            " /usr/bin/install -c 'ta-lib-config' '/usr/bin/ta-lib-config'\n",
            "make[2]: Nothing to be done for 'install-data-am'.\n",
            "make[2]: Leaving directory '/content/ta-lib'\n",
            "make[1]: Leaving directory '/content/ta-lib'\n",
            "Collecting Ta-Lib\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/90/05/d4c6a778d7a7de0be366bc4a850b4ffaeac2abad927f95fa8ba6f355a082/TA-Lib-0.4.17.tar.gz (717kB)\n",
            "\u001b[K     |████████████████████████████████| 727kB 4.9MB/s \n",
            "\u001b[?25hRequirement already satisfied: numpy in /usr/local/lib/python3.6/dist-packages (from Ta-Lib) (1.17.5)\n",
            "Building wheels for collected packages: Ta-Lib\n",
            "  Building wheel for Ta-Lib (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for Ta-Lib: filename=TA_Lib-0.4.17-cp36-cp36m-linux_x86_64.whl size=2405567 sha256=4becf9ae24f62df0d3a0404b988349d88d34133d07129334a5179d24e19a2fcd\n",
            "  Stored in directory: /root/.cache/pip/wheels/2a/2e/ec/71c565b2e0091e03a2b56abfbfd062f14a01a8d7b20ffe8bd5\n",
            "Successfully built Ta-Lib\n",
            "Installing collected packages: Ta-Lib\n",
            "Successfully installed Ta-Lib-0.4.17\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "O1EWDYtf-_hG"
      },
      "source": [
        "# load library #\n",
        "import FinanceDataReader as fdr\n",
        "import talib\n",
        "import numpy as np\n",
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "import matplotlib as mpl\n",
        "#import mpl_finance\n",
        "import datetime\n",
        "import seaborn\n",
        "from statsmodels.tsa.stattools import coint"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hsK5NWTfEMr0",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "de2abe93-93c2-4371-cd1d-f8a4153ec9f7"
      },
      "source": [
        "## Data MGT ##\n",
        "def load_financial_data(ticker, start_date, end_date, output_file):\n",
        "  try:\n",
        "    df = pd.read_pickle(output_file)\n",
        "    print('File data found ... reading data')\n",
        "  except FileNotFoundError:\n",
        "    print('File not found ... downloading data')\n",
        "    df = pd.DataFrame(fdr.DataReader(ticker, start_date, end_date))\n",
        "    df.to_pickle(output_file)\n",
        "  return df\n",
        "'''\n",
        "## DataFrame Maker ##\n",
        "ticker_list = [\"US500\",\"JP225\"]\n",
        "df_list = [fdr.DataReader(ticker, '2019-01-01')['Close'] for ticker in ticker_list]\n",
        "df_list\n",
        "df = pd.concat(df_list, axis=1)\n",
        "df.columns = ticker_list\n",
        "df = df.dropna()\n",
        "print(df.head())'''"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "'\\n## DataFrame Maker ##\\nticker_list = [\"US500\",\"JP225\"]\\ndf_list = [fdr.DataReader(ticker, \\'2019-01-01\\')[\\'Close\\'] for ticker in ticker_list]\\ndf_list\\ndf = pd.concat(df_list, axis=1)\\ndf.columns = ticker_list\\ndf = df.dropna()\\nprint(df.head())'"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 3
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "sq20BliqGQ_7"
      },
      "source": [
        "\n",
        "\n",
        "---\n",
        "\n",
        "\n",
        "Step1. Operating Linearly Correlated Elements\n",
        "\n",
        "---\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ADA8XVXvEMoJ",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 125
        },
        "outputId": "96571b9d-82bf-46b4-dc7a-6f3029810fa0"
      },
      "source": [
        "def find_cointegrated_pairs(data):\n",
        "  n = data.shape[1]\n",
        "  pvalue_matrix = np.ones((n,n))\n",
        "  keys = data.keys()\n",
        "  pairs = []\n",
        "  for i in range(n):\n",
        "    for j in range(i+1, n):\n",
        "      result = coint(data[keys[i]], data[keys[j]])\n",
        "      pvalue_matrix[i, j] = result[1]\n",
        "      if result[1] < 0.02: # Significanc level\n",
        "        pairs.append((keys[i], keys[j]))\n",
        "  return pvalue_matrix, pairs\n",
        "'''\n",
        "ticker_list = [\"EUR/USD\",\"USD/JPY\",\"GBP/USD\",\"USD/CHF\",\"USD/CAD\",\"EUR/JPY\",\"AUD/USD\",\"NZD/USD\",\n",
        "              \"EUR/GBP\",\"EUR/CHF\",\"AUD/JPY\",\"GBP/JPY\",\"CHF/JPY\",\"EUR/CAD\",\"AUD/CAD\",\"CAD/JPY\",\n",
        "              \"NZD/JPY\",\"AUD/NZD\",\"GBP/AUD\",\"EUR/AUD\",\"GBP/CHF\",\"EUR/NZD\",\"AUD/CHF\",\"GBP/NZD\",\n",
        "              \"USD/INR\",\"USD/CNY\",\"USD/SGD\",\"USD/HKD\",\"USD/DKK\",\"GBP/CAD\",\"USD/SEK\",\"USD/RUB\",\n",
        "              \"USD/TRY\",\"USD/MXN\",\"USD/ZAR\",\"CAD/CHF\",\"NZD/CAD\",\"NZD/CHF\",\"USD/PLN\",\"US500\",\n",
        "              \"JP225\",\"NDX\",\"UK100\",\"EU50\",\"HCEI\", \"KS200\", \"DE30\", \"GC\",\"HG\",\"PA\",\n",
        "              \"SI\",\"PL\"] # hangseng no working\n",
        "'''\n",
        "ticker_list = [\"EUR/USD\",\"USD/JPY\",\"GBP/USD\",\"USD/CHF\",\"USD/CAD\",\"AUD/USD\",\"NZD/USD\"\n",
        "              ,\"EUR/CHF\",\"CHF/JPY\"\n",
        "              ,\"USD/CNY\",\"USD/SGD\",\"USD/HKD\",\"USD/DKK\",\"USD/RUB\",\n",
        "              \"USD/TRY\",\"USD/MXN\",\"USD/PLN\",\"US500\",\n",
        "              \"JP225\",\"NDX\",\"UK100\",\"EU50\",\"HCEI\", \"KS200\", \"DE30\", \"GC\",\"HG\",\"PA\",\n",
        "              \"SI\",\"PL\"] # hangseng no working\n",
        "symbolsids = ticker_list\n",
        "## DataFrame Maker ##\n",
        "#import re\n",
        "#ticker_list = re.sub('[-=+,#‘|>`\\'…》]','',symbolsids)\n",
        "df_list_wtm = [fdr.DataReader(ticker, '2020-02-24')['Close'] for ticker in ticker_list]\n",
        "df_list_mtm = [fdr.DataReader(ticker, '2019-07-31')['Close'] for ticker in ticker_list]\n",
        "df_list_year =[fdr.DataReader(ticker, '2019-02-24')['Close'] for ticker in ticker_list]\n",
        "df_list_total =[fdr.DataReader(ticker, '2015-01-01')['Close'] for ticker in ticker_list]\n",
        "\n",
        "#df_list = pd.DataFrame(df_list)\n",
        "df1_raw = pd.concat(df_list_wtm, axis=1)\n",
        "df2_raw = pd.concat(df_list_mtm, axis=1)\n",
        "df3_raw = pd.concat(df_list_year, axis=1)\n",
        "df4_raw = pd.concat(df_list_total, axis=1)\n",
        "\n",
        "df1_raw.columns = ticker_list\n",
        "df1_raw = df1_raw.dropna()\n",
        "df2_raw.columns = ticker_list\n",
        "df2_raw = df2_raw.dropna()\n",
        "df3_raw.columns = ticker_list\n",
        "df3_raw = df3_raw.dropna()\n",
        "df4_raw.columns = ticker_list\n",
        "df4_raw = df4_raw.dropna()\n",
        "\n",
        "#df1 = np.log(df1_raw/df1_raw.shift(1))\n",
        "#df2 = np.log(df2_raw/df2_raw.shift(1))\n",
        "##df3 = np.log(df3_raw/df3_raw.shift(1))\n",
        "#df4 = np.log(df4_raw/df4_raw.shift(1))\n",
        "df1 = df1_raw\n",
        "df2 = df2_raw\n",
        "df3 = df3_raw\n",
        "df4 = df4_raw\n",
        "\n",
        "df1.columns = ticker_list\n",
        "df1 = df1.dropna()\n",
        "df2.columns = ticker_list\n",
        "df2 = df2.dropna()\n",
        "df3.columns = ticker_list\n",
        "df3 = df3.dropna()\n",
        "df4.columns = ticker_list\n",
        "df4 = df4.dropna()\n",
        "#print(df.head())\n",
        "#df\n",
        "pvalues1, pairs1 = find_cointegrated_pairs(df1)\n",
        "pvalues2, pairs2 = find_cointegrated_pairs(df2)\n",
        "pvalues3, pairs3 = find_cointegrated_pairs(df3)\n",
        "pvalues4, pairs4 = find_cointegrated_pairs(df4)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.6/dist-packages/statsmodels/regression/linear_model.py:1578: RuntimeWarning: divide by zero encountered in double_scalars\n",
            "  return np.dot(wresid, wresid) / self.df_resid\n",
            "/usr/local/lib/python3.6/dist-packages/statsmodels/regression/linear_model.py:867: RuntimeWarning: divide by zero encountered in log\n",
            "  llf = -nobs2*np.log(2*np.pi) - nobs2*np.log(ssr / nobs) - nobs2\n",
            "/usr/local/lib/python3.6/dist-packages/statsmodels/regression/linear_model.py:1578: RuntimeWarning: invalid value encountered in double_scalars\n",
            "  return np.dot(wresid, wresid) / self.df_resid\n"
          ],
          "name": "stderr"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "fyRFId68szsS",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 325
        },
        "outputId": "1f9c91b1-9a3d-4f92-81a1-59e5693527dc"
      },
      "source": [
        "#pvalues visulization\n",
        "seaborn.heatmap(pvalues4, xticklabels = symbolsids,\n",
        "                yticklabels = symbolsids, cmap = 'RdYlGn_r',\n",
        "                mask = (pvalues4 >= 0.98)) # significance level"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fbf90208c88>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 8
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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/0E/SVoQH+Ps0Skp7Aq+YWeHtfDXCyEKEDuoBQm5kk7RHrP8UQkKb75jV4Wxr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\ns866+7HuvQfuxbPnGHvcs/dee6019z1nzrXm/Oa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BgSFl+Z/OJDkvgb8wFiHr849ojoKv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\n1MqgpppqqqkmAP8PnBWY1kolxYgAAAAASUVORK5CYII=\n",
            "text/plain": [
              "<Figure size 432x288 with 2 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "DQ2-hpVaChRL",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 233
        },
        "outputId": "cff9fdd4-63c3-4269-f82a-76e6fdcdaa74"
      },
      "source": [
        "#print(pairs,len(pairs))\n",
        "result_pairs = list(set(pairs1).intersection(pairs2,pairs3,pairs4))\n",
        "result_pairs_2 = list(set(pairs2).intersection(pairs3))\n",
        "result_pairs_4= list(set(pairs4))\n",
        "result_pairs_3= list(set(pairs3))\n",
        "\n",
        "result_pairs_short = list(set(pairs1))\n",
        "result_pairs_mid = list(set(pairs2))\n",
        "\n",
        "result_pairs_3\n",
        "#print(result_pairs_short)\n",
        "#print(result_pairs)\n",
        "\n",
        "#'GBP/USD', 'UK100'.\n",
        "#('USD/JPY', 'EU50')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[('EUR/USD', 'EUR/CHF'),\n",
              " ('USD/DKK', 'SI'),\n",
              " ('USD/DKK', 'GC'),\n",
              " ('EUR/USD', 'AUD/USD'),\n",
              " ('USD/CHF', 'USD/HKD'),\n",
              " ('EUR/USD', 'GC'),\n",
              " ('EUR/USD', 'SI'),\n",
              " ('USD/JPY', 'GBP/USD'),\n",
              " ('USD/CHF', 'EUR/CHF'),\n",
              " ('USD/RUB', 'UK100'),\n",
              " ('USD/JPY', 'HCEI'),\n",
              " ('EUR/CHF', 'GC')]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 22
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "r0FEMrj5EMkm",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 430
        },
        "outputId": "21a29e67-65ab-4244-e89d-d5219e2ce10c"
      },
      "source": [
        "### Visualization ###\n",
        "\n",
        "df1_raw.columns = ticker_list\n",
        "df1_raw = df1_raw.dropna()\n",
        "df2_raw.columns = ticker_list\n",
        "df2_raw = df2_raw.dropna()\n",
        "df3_raw.columns = ticker_list\n",
        "df3_raw = df3_raw.dropna()\n",
        "df4_raw.columns = ticker_list\n",
        "df4_raw = df4_raw.dropna()\n",
        "\n",
        "symbol_1 = df3_raw['EUR/USD']\n",
        "symbol_2 = df3_raw['SI']\n",
        "\n",
        "#plt.title(\" \")\n",
        "symbol_1.plot()\n",
        "#symbol_2.plot()\n",
        "plt.show()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "error",
          "ename": "ValueError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-37-4ae1573971aa>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mdf1_raw\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mticker_list\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0mdf1_raw\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdf1_raw\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdropna\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mdf2_raw\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mticker_list\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0mdf2_raw\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdf2_raw\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdropna\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m__setattr__\u001b[0;34m(self, name, value)\u001b[0m\n\u001b[1;32m   5190\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   5191\u001b[0m             \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__getattribute__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 5192\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__setattr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   5193\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mAttributeError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   5194\u001b[0m             \u001b[0;32mpass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32mpandas/_libs/properties.pyx\u001b[0m in \u001b[0;36mpandas._libs.properties.AxisProperty.__set__\u001b[0;34m()\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m_set_axis\u001b[0;34m(self, axis, labels)\u001b[0m\n\u001b[1;32m    688\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    689\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_set_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabels\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 690\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_data\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabels\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    691\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_clear_item_cache\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    692\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/pandas/core/internals/managers.py\u001b[0m in \u001b[0;36mset_axis\u001b[0;34m(self, axis, new_labels)\u001b[0m\n\u001b[1;32m    181\u001b[0m             raise ValueError(\n\u001b[1;32m    182\u001b[0m                 \u001b[0;34m\"Length mismatch: Expected axis has {old} elements, new \"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 183\u001b[0;31m                 \u001b[0;34m\"values have {new} elements\"\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mold\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mold_len\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnew\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnew_len\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    184\u001b[0m             )\n\u001b[1;32m    185\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mValueError\u001b[0m: Length mismatch: Expected axis has 30 elements, new values have 2 elements"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "IaisdztyXlbg"
      },
      "source": [
        "symbol_2.plot()\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hLFF1UjfJStd",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 361
        },
        "outputId": "7de6cddf-8b6d-44fd-fd33-4c9383849b4b"
      },
      "source": [
        "\n",
        "## Test1 ##\n",
        "## DataFrame Maker ##\n",
        "ticker_list = [\"EUR/USD\", \"SI\"]\n",
        "'''ticker_list = [\"EUR/USD\",\"USD/JPY\",\"GBP/USD\",\"USD/CHF\",\"USD/CAD\",\"EUR/JPY\",\"AUD/USD\",\"NZD/USD\",\n",
        "              \"EUR/GBP\",\"EUR/CHF\",\"AUD/JPY\",\"GBP/JPY\",\"CHF/JPY\",\"EUR/CAD\",\"AUD/CAD\",\"CAD/JPY\",\n",
        "              \"USD/INR\",\"USD/CNY\",\"USD/SGD\",\"USD/HKD\",\"USD/DKK\",\"GBP/CAD\",\"USD/SEK\",\"USD/RUB\",\n",
        "              \"USD/TRY\",\"USD/MXN\",\"NZD/CAD\",\"NZD/CHF\",\"USD/PLN\",\"US500\",\n",
        "              \"JP225\",\"NDX\",\"UK100\",\"EU50\",\"HCEI\", \"KS200\", \"DE30\", \"GC\",\"HG\",\"PA\",\n",
        "              \"SI\",\"PL\"] # hangseng no working'''\n",
        "df_list = [fdr.DataReader(ticker, '2019-01-01')['Close'] for ticker in ticker_list]\n",
        "df_list\n",
        "\n",
        "df = pd.concat(df_list, axis=1)\n",
        "df.columns = ticker_list\n",
        "df = df.dropna()\n",
        "#df\n",
        "\n",
        "def corr_graph_result(ticker,ticker2, start_date):\n",
        "  corrdf = df[start_date:]\n",
        "\n",
        "  ax_0 = corrdf.plot(secondary_y = ticker2, figsize = (10,5))\n",
        "  plt.title('Graph : Nikkei225, Gold Pair Graph Graph')\n",
        "  plt.grid()\n",
        "  ax_0.get_legend().set_bbox_to_anchor((0.25, 0.85))\n",
        "  plt.show()\n",
        "\n",
        "corr_graph_result('GC','JP225', '2019-01-01')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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QunVrNm3axNy5c7ft/93vfsdVV10FwHPPPccRRxzB5MmTyc7esYaeiIiUT2nGZB0CDAWO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\nTkSuQmCC\n",
            "text/plain": [
              "<Figure size 720x360 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "w4DISQq8-pCy"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "5RvWaryDpqo2",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 736
        },
        "outputId": "e575574d-9132-4d71-ab1a-94bd060e0e1c"
      },
      "source": [
        "# place orders chart\n",
        "symbol_1 = df['EUR/USD']\n",
        "symbol_2 = df['SI']\n",
        "ratios = symbol_1 / symbol_2\n",
        "ratios.describe()\n",
        "ratios.plot()\n",
        "plt.title(\"  Ratio\")\n",
        "plt.axhline(ratios.mean())\n",
        "plt.legend(['Ratios'])\n",
        "plt.show()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "error",
          "ename": "KeyError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36mget_loc\u001b[0;34m(self, key, method, tolerance)\u001b[0m\n\u001b[1;32m   2896\u001b[0m             \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2897\u001b[0;31m                 \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2898\u001b[0m             \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n",
            "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n",
            "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n",
            "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n",
            "\u001b[0;31mKeyError\u001b[0m: 'EUR/USD'",
            "\nDuring handling of the above exception, another exception occurred:\n",
            "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-18-1b463cb7f12a>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0msymbol_1\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'EUR/USD'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0msymbol_2\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'SI'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0mratios\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msymbol_1\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0msymbol_2\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mratios\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdescribe\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0mratios\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m   2993\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnlevels\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2994\u001b[0m                 \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_getitem_multilevel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2995\u001b[0;31m             \u001b[0mindexer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2996\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mis_integer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mindexer\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2997\u001b[0m                 \u001b[0mindexer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mindexer\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36mget_loc\u001b[0;34m(self, key, method, tolerance)\u001b[0m\n\u001b[1;32m   2897\u001b[0m                 \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2898\u001b[0m             \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2899\u001b[0;31m                 \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_maybe_cast_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2900\u001b[0m         \u001b[0mindexer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtolerance\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtolerance\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2901\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mindexer\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mndim\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m1\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mindexer\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msize\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n",
            "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n",
            "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n",
            "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n",
            "\u001b[0;31mKeyError\u001b[0m: 'EUR/USD'"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ozBdN0Ow1JD-",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 912
        },
        "outputId": "d9402f44-2cd1-41f2-c188-bb9c4ba58b90"
      },
      "source": [
        "\n",
        "## DataFrame Maker ##\n",
        "ticker_list = [\"EUR/USD\", \"GC\"]\n",
        "df_list = [fdr.DataReader(ticker, '2018-03-01')['Close'] for ticker in ticker_list]\n",
        "df_list\n",
        "\n",
        "df = pd.concat(df_list, axis=1)\n",
        "df.columns = ticker_list\n",
        "df = df.dropna()\n",
        "#df\n",
        "\n",
        "def corr_graph_result(ticker,ticker2, start_date):\n",
        "  corrdf = df[start_date:]\n",
        "\n",
        "  ax_0 = corrdf.plot(secondary_y = ticker2, figsize = (10,5))\n",
        "  plt.title('Graph : Two Ticker Graph')\n",
        "  plt.grid()\n",
        "  ax_0.get_legend().set_bbox_to_anchor((0.25, 0.85))\n",
        "  plt.show()\n",
        "\n",
        "corr_graph_result('EUR/USD','GC', '2018-03-01')\n",
        "# place orders chart\n",
        "symbol_1 = df['EUR/USD']\n",
        "symbol_2 = df['GC']\n",
        "ratios = symbol_1 / symbol_2\n",
        "ratios.describe()\n",
        "ratios.plot()\n",
        "plt.title(\"  Ratio\")\n",
        "plt.axhline(ratios.mean())\n",
        "plt.legend(['Ratios'])\n",
        "plt.show()\n",
        "\n",
        "zscore = (ratios - ratios.mean())/ratios.std(ddof=0)\n",
        "zscore.plot()\n",
        "plt.title(\"Ratio Zscore (2Y)\")\n",
        "plt.axhline(zscore.mean(), color = \"black\")\n",
        "plt.axhline(1.0, color = \"red\")\n",
        "plt.axhline(-1.0, color = \"green\")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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yY1gSPz5jBO/eeirDe/dqOB4R6iIxOqzFwtNKKaWU6uHcngAw1r6mjoY5D3Vef4IU2tkd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\nvN9jL774IpmZ3t/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JxKKT4PZ1EB7r3RsYbKCXOMT2Z9sHsPdr77Gi9OD71FStG4bNhMv/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\nTwFTfvMpizZnt9ifw/XHT3dwyytr+Gy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bA6MhLLntuIaGRoecmgIwbwsc+vlkn0Wv5M/z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\nwzBijP8HWh9fLg04QO0AAAAASUVORK5CYII=\n",
            "text/plain": [
              "<Figure size 720x360 with 2 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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eTB/dk/351uZMQ+xhzw98vOWEP+/+Dzcz/sEvWe61D/rxci+DMz61K12iQkmI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\nEARBUDYRNIIgCIKyiaARBEEQlM1/Abu7T29zVJe6AAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.lines.Line2D at 0x7fbf89e67278>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 31
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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y4rfzKa+qpV9qy9V6MwenNlo2oU8ijxt4d/VeeiVGNfr2OMju4bVpfyEzh7R8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\nuSulVADS5K6UUgFIk7tSSgWg/wdNSC6+wucvYwAAAABJRU5ErkJggg==\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "9Cqcc4872ZRX",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 233
        },
        "outputId": "58d9275e-5834-4c14-9f9b-673b6e18ffaf"
      },
      "source": [
        "zscore.tail(10)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Date\n",
              "2020-02-17   -1.968694\n",
              "2020-02-18   -2.077557\n",
              "2020-02-19   -2.107496\n",
              "2020-02-20   -2.174356\n",
              "2020-02-21   -2.275772\n",
              "2020-02-24   -2.412879\n",
              "2020-02-25   -2.259133\n",
              "2020-02-26   -2.222569\n",
              "2020-02-27   -2.166222\n",
              "2020-02-28   -1.811795\n",
              "dtype: float64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 30
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ZFrpzcvUoWl8",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 311
        },
        "outputId": "c5a02ee6-7662-44fc-a3fe-d8720a5931ff"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.lines.Line2D at 0x7fa00033add8>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 19
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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HMekxRNnBflRMGADxdu5f0zpK9Y2ABHwROVdEdovIPhG528f+UBF5wd6/TkTG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\nFsMNJ07gonmjfe6Pi3AyLiGczOIa7jx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UEBPzbgT2KetfJZzShYwyY6yTml2y71jg2jrN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\nP0mSZED4H1YgKq/XhHaFAAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "gZygRWv_S5vv",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 959
        },
        "outputId": "f150f428-e0f0-4587-e0c1-40ceb616aaa9"
      },
      "source": [
        "\n",
        "## DataFrame Maker ##\n",
        "ticker_list = [\"EUR/USD\", \"SI\"]\n",
        "df_list = [fdr.DataReader(ticker, '2019-01-02')['Close'] for ticker in ticker_list]\n",
        "df_list\n",
        "\n",
        "df = pd.concat(df_list, axis=1)\n",
        "df.columns = ticker_list\n",
        "df = df.dropna()\n",
        "#df\n",
        "\n",
        "def corr_graph_result(ticker,ticker2, start_date):\n",
        "  corrdf = df[start_date:]\n",
        "\n",
        "  ax_0 = corrdf.plot(secondary_y = ticker2, figsize = (10,5))\n",
        "  plt.title('Graph : Two Ticker Graph')\n",
        "  plt.grid()\n",
        "  ax_0.get_legend().set_bbox_to_anchor((0.25, 0.85))\n",
        "  plt.show()\n",
        "\n",
        "corr_graph_result('USD/JPY','EU50', '2019-01-01')\n",
        "# place orders chart\n",
        "symbol_1 = df['EUR/USD']\n",
        "symbol_2 = df['SI']\n",
        "ratios = symbol_1 / symbol_2\n",
        "ratios.describe()\n",
        "ratios.plot()\n",
        "plt.title(\"  Ratio\")\n",
        "plt.axhline(ratios.mean())\n",
        "plt.legend(['Ratios'])\n",
        "plt.show()\n",
        "\n",
        "zscore = (ratios - ratios.mean())/ratios.std(ddof=0)\n",
        "zscore.plot()\n",
        "plt.title(\"Ratio Zscore (6m)\")\n",
        "plt.axhline(zscore.mean(), color = \"black\")\n",
        "plt.axhline(1.0, color = \"red\")\n",
        "plt.axhline(-1.0, color = \"green\")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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1/wGuL+O4tpG/BwCzgBMqcr1u3br5ZDdp0qTaDqGEZIwpVrLH531qxBiVrLEm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\nAABJRU5ErkJggg==\n",
            "text/plain": [
              "<Figure size 720x360 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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3K/mvbUcprfVEtgeCoUgACOsOhPodVXygwkgRjVUPIDGxHDYLGYkOqQGIaS2u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\nIGhRQgEEQRC0KKEAgiAIWpT/AbGab+Y7Hhv8AAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.lines.Line2D at 0x7f1c1cff9f28>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 38
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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Iztvm9bOtqo15helxr0R05fJSjjV3s/N4e799/mCIj9y7hYffqe6372CDlbPv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\nhkss7DpuzbzdXdMxkc2aUB1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e9Nw5ab0/vAqSNIcf4XbaWVGejQgs6zPE9YKFhbx6sIme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\nAABJRU5ErkJggg==\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "qzA3LvOLX5fm",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 307
        },
        "outputId": "d645093d-fd08-4ed6-f8ec-8169458175ab"
      },
      "source": [
        "plt.title(\"EUR/USD Graph\")\n",
        "df['EUR/USD'].plot()\n",
        "plt.grid()\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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YGCnBLFGh1wV2/OeiZwrVs1VCYUIPY/mLxlv0oWicF473EYkl6BwKssRrpz85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\n+38FoMUKW1BSJQAAAABJRU5ErkJggg==\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "WB5nwlSIYHsm",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 307
        },
        "outputId": "f932f174-4260-4cdc-ca79-a090a5c40ef2"
      },
      "source": [
        "\n",
        "plt.title(\"Sivler Graph\")\n",
        "df['SI'].plot()\n",
        "plt.grid()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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TEnBLjIXVs8v41DWzef0b18W1AQvMheNR7L6MRQRcEBLgR88d5h8e3MFW0/0Q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\ndakM4Cml1KUygKeUUpfKAJ5SSl3qfx4RImw0XFY4AAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "USgbBcQa1mSq",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 235
        },
        "outputId": "387fbbbe-0895-432f-cc19-30cf737ef9af"
      },
      "source": [
        "zscore.tail(10)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Date\n",
              "2020-01-21    0.345271\n",
              "2020-01-22    0.117482\n",
              "2020-01-23   -0.359712\n",
              "2020-01-24   -0.825039\n",
              "2020-01-26   -1.433451\n",
              "2020-01-27   -1.672027\n",
              "2020-01-28   -1.711285\n",
              "2020-01-29   -1.938284\n",
              "2020-01-30   -2.382753\n",
              "2020-01-31   -2.435131\n",
              "dtype: float64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 22
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "35rajfFWp-Ym",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 293
        },
        "outputId": "b65c39c8-e3a4-4c8b-a072-6ba4040ab677"
      },
      "source": [
        "'''### place orders chart ###\n",
        "\n",
        "#train = ratios[:75]\n",
        "#test = ratios[75:]\n",
        "\n",
        "\n",
        "zscore = (ratios - ratios.mean())/ratios.std(ddof=0)\n",
        "ratios.plot()\n",
        "buy = ratios.copy()\n",
        "sell = ratios.copy()\n",
        "buy[zscore>-1] = 0\n",
        "sell[zscore<1] = 0\n",
        "plt.title(\"Ratio Zscore Signal\")\n",
        "buy.plot(color = \"g\", linestyle = \"None\", marker = \"^\")\n",
        "sell.plot(color = \"r\", linestyle = \"None\", marker = \"v\")\n",
        "x1, x2, y1, y2 = plt.axis()\n",
        "plt.axis((x1, x2, ratios.min(), ratios.max()))\n",
        "plt.legend([\"Ratios\", \"Buy Signal\", \"Sell Signal\"])\n",
        "\n",
        "plt.show()'''"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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5xP6s/+WF/OGaCSH7BHanrmuG+yZg0QMkxkVyz/kj+GTncT77yto3czjfWogd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\nbvSO4ziJ40bvOI6TOG70juM4ifP/LxKe5Nd5SBQAAAAASUVORK5CYII=\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "jxh724h3z8ZN",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 277
        },
        "outputId": "dfe2d8f3-de6e-447a-c6e6-f07a2850a0d6"
      },
      "source": [
        "### Buy and Sell order for each symbol ###\n",
        "\n",
        "symbol_1.plot()\n",
        "buy_1 = ratios.copy()\n",
        "sell_1 = ratios.copy()\n",
        "buy_1[zscore>-1] = 0\n",
        "sell_1[zscore<1] = 0\n",
        "buy_1.plot(color = \"g\", linestyle = \"None\", marker = \"^\")\n",
        "sell_1.plot(color = \"r\", linestyle = \"None\", marker = \"v\")\n",
        "\n",
        "symbol_2.plot()\n",
        "buy_2 = ratios.copy()\n",
        "sell_2 = ratios.copy()\n",
        "buy_2[zscore<1] = 0\n",
        "sell_2[zscore>-1] = 0\n",
        "buy_2.plot(color = \"g\", linestyle = \"None\", marker = \"^\")\n",
        "sell_2.plot(color = \"r\", linestyle = \"None\", marker = \"v\")\n",
        "\n",
        "x1, x2, y1, y2 = plt.axis()\n",
        "plt.axis((x1, x2, symbol_1.min(),symbol_2.max()))\n",
        "plt.legend([\"Symbol1\", \"Buy Signal\",\"Sell Signal\", \"Symbol2\"])\n",
        "plt.show()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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uy8KFC5kxY0aD9okN3ywpKWH48OGV9XniiSeaVJeGavLoHXd3M0vYYH93nw/Mh2CcfqKO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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "bSr9IgqJ4hTN",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 244
        },
        "outputId": "6a833f55-30e1-4a03-b82f-795e0cd327ac"
      },
      "source": [
        "### Main Trading Strategy : Ratio Zscore ###\n",
        "\n",
        "# Strategy : Ratios(price1 / price2)'s Zscore\n",
        "# Enter Position : z score < -1 => short symbol1, long symbol2\n",
        "# Exit Position : next z score within -1 ~ +1 => long symbol1, short symbol2\n",
        "\n",
        "# Data Frame #\n",
        "\n",
        "symbol1_buy=symbol_1.copy()\n",
        "symbol1_sell=symbol_1.copy()\n",
        "symbol2_buy=symbol_2.copy()\n",
        "symbol2_sell=symbol_2.copy()\n",
        "symbol1_buy[zscore>-1] = 0\n",
        "symbol2_sell[zscore>-1] = 0\n",
        "symbol1_sell[zscore<1] = 0\n",
        "symbol2_buy[zscore<1] = 0\n",
        "\n",
        "pair_correlation_trading_strategy = pd.DataFrame(index = symbol_1.index)\n",
        "pair_correlation_trading_strategy['Symbol1_close'] = symbol_1\n",
        "pair_correlation_trading_strategy['Symbol2_close'] = symbol_2\n",
        "pair_correlation_trading_strategy['Symbol1_buy'] = np.zeros(len(symbol_1))\n",
        "pair_correlation_trading_strategy['Symbol1_sell'] = np.zeros(len(symbol_1))\n",
        "pair_correlation_trading_strategy['Symbol2_buy'] = np.zeros(len(symbol_1))\n",
        "pair_correlation_trading_strategy['Symbol2_sell'] = np.zeros(len(symbol_1))\n",
        "pair_correlation_trading_strategy['Delta'] = np.zeros(len(symbol_1))\n",
        "\n",
        "position = 0\n",
        "s1_shares = 100\n",
        "for i in np.arange(0, len(symbol_1)):\n",
        "  s1positions = symbol_1[i] * s1_shares\n",
        "  s2positions = symbol_2[i] * int(s1positions/symbol_2[i])\n",
        "  delta_position = s1positions-s2positions\n",
        "\n",
        "  if not position and symbol1_buy[i] != 0:\n",
        "    pair_correlation_trading_strategy['Symbol1_buy'][i] = s1positions\n",
        "    pair_correlation_trading_strategy['Symbol2_sell'][i] = s2positions\n",
        "    pair_correlation_trading_strategy['Delta'][i] = delta_position\n",
        "    position = 1\n",
        "  elif not position and symbol1_sell[i] != 0:\n",
        "    pair_correlation_trading_strategy['Symbol1_sell'][i] =  s1positions\n",
        "    pair_correlation_trading_strategy['Symbol2_buy'][i] =  s2positions\n",
        "    pair_correlation_trading_strategy['Delta'][i] = delta_position\n",
        "    position = -1\n",
        "  elif position == -1  and (symbol1_sell[i] ==0 or i == len(symbol_1)-1):\n",
        "    pair_correlation_trading_strategy['Symbol1_buy'][i] = s1positions\n",
        "    pair_correlation_trading_strategy['Symbol2_sell'][i] = s2positions\n",
        "    position = 0\n",
        "  elif position == 1 and  (symbol1_buy[i]==0 or i == len(symbol_2)-1):\n",
        "    pair_correlation_trading_strategy['Symbol1_sell'][i] =s1positions\n",
        "    pair_correlation_trading_strategy['Symbol2_buy'][i] =s2positions\n",
        "    position = 0\n",
        "\n",
        "pair_correlation_trading_strategy['Symbol1_position'] =pair_correlation_trading_strategy['Symbol1_buy']-pair_correlation_trading_strategy['Symbol1_sell']\n",
        "pair_correlation_trading_strategy['Symbol2_position'] =pair_correlation_trading_strategy['Symbol2_buy']-pair_correlation_trading_strategy['Symbol2_sell']\n",
        "pair_correlation_trading_strategy['Symbol1_position'].cumsum().plot(linestyle = \"--\")\n",
        "pair_correlation_trading_strategy['Symbol2_position'].cumsum().plot(linestyle = \":\")\n",
        "pair_correlation_trading_strategy['Total_position'] =pair_correlation_trading_strategy['Symbol1_position'] + pair_correlation_trading_strategy['Symbol2_position']\n",
        "pair_correlation_trading_strategy['Total_position'].cumsum().plot()\n",
        "plt.title(\"Symbol1 and Symbol2 positions\")\n",
        "plt.legend()\n",
        "plt.show()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "error",
          "ename": "NameError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-1-bc48e52a8ad0>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0msymbol1_buy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0msymbol_1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcopy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0msymbol1_sell\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0msymbol_1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcopy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0msymbol2_buy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0msymbol_2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcopy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0msymbol2_sell\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0msymbol_2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcopy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mNameError\u001b[0m: name 'symbol_1' is not defined"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "I3Xu_0o8Wt3c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 293
        },
        "outputId": "51b95449-bccd-4fe5-b599-46bdcdde0784"
      },
      "source": [
        "pair_correlation_trading_strategy['Delta'].plot()\n",
        "plt.title(\"Delta Position\")\n",
        "plt.show()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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YJzG1r/DBvTYd9a9sAKuHB51zNyuBPLgPVxo6VJ1zb1vxg3tEffYapCUInHM3K77qVNpi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\nZmYl5OBuZlZCDu5mZiXk4G5mVkL/H4bHdVz4+H7dAAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "mOsk--Po8EeU"
      },
      "source": [
        "\n",
        "\n"
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}